Regression Analysis Selection
Angelita Repetto
2023-07-17
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## Working directory is /Users/mariarepetto/Documents/Dissertation/Dissertation Project 3
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## Loading required package: usethis1 Data Notes
data_final_1865_1 <- dataset narrowed to ages 18-65 with sentiment merged by year data_final_1865_2 <- dataset narrowed to ages 18-65 with sentiment merged on average of 5 years data_final_2465_1 <- dataset narrowed to ages 24-65 with sentiment merged by year data_final_2465_2 <- dataset narrowed to ages 24-65 with sentiment merged on average of 5 years
## Warning: One or more parsing issues, call `problems()` on your data frame for details,
## e.g.:
## dat <- vroom(...)
## problems(dat)## Rows: 458068 Columns: 109
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (47): sample, region, stateicp, statefip, metro, met2013, ownershp, owne...
## dbl (62): year, multyear, serial, cbserial, hhsize, hhwt, cluster, countyicp...
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## â„ą Use `spec()` to retrieve the full column specification for this data.
## â„ą Specify the column types or set `show_col_types = FALSE` to quiet this message.## Warning: One or more parsing issues, call `problems()` on your data frame for details,
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## dat <- vroom(...)
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## â„ą Use `spec()` to retrieve the full column specification for this data.
## â„ą Specify the column types or set `show_col_types = FALSE` to quiet this message.## Warning: One or more parsing issues, call `problems()` on your data frame for details,
## e.g.:
## dat <- vroom(...)
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## Delimiter: ","
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## â„ą Use `spec()` to retrieve the full column specification for this data.
## â„ą Specify the column types or set `show_col_types = FALSE` to quiet this message.## Warning: One or more parsing issues, call `problems()` on your data frame for details,
## e.g.:
## dat <- vroom(...)
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## â„ą Use `spec()` to retrieve the full column specification for this data.
## â„ą Specify the column types or set `show_col_types = FALSE` to quiet this message.2 Data Analysis for 18-65 Data Merged by year
2.1 Log Income Model by Race
model5.3<-lme(logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear*racecat2,
data = data_final_1865_1, method = "ML", na.action = "na.omit", random = ~1|NAME)
summary(model5.3)## Linear mixed-effects model fit by maximum likelihood
## Data: data_final_1865_1
## AIC BIC logLik
## 799843.5 800132.3 -399894.8
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.09877372 0.8235653
##
## Fixed effects: logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear * racecat2
## Value Std.Error DF t-value p-value
## (Intercept) 10.152809 0.18748791 326088 54.15181 0.0000
## racecat2Black 0.003662 0.02553363 326088 0.14341 0.8860
## racecat2Indigenous -0.165411 0.03807618 326088 -4.34421 0.0000
## racecat2Asian 0.146536 0.04215190 326088 3.47639 0.0005
## racecat2Other -0.055321 0.00776184 326088 -7.12728 0.0000
## female -0.477732 0.00299574 326088 -159.47052 0.0000
## maritalmarried -0.003029 0.00528335 326088 -0.57339 0.5664
## maritalseparated -0.090326 0.00870685 326088 -10.37409 0.0000
## maritalsingle -0.185909 0.00599651 326088 -31.00286 0.0000
## maritalwidowed -0.081716 0.01346786 326088 -6.06751 0.0000
## age 0.004535 0.00017144 326088 26.45087 0.0000
## citizennaturalized citizen 0.091551 0.00904241 326088 10.12465 0.0000
## citizennot a citizen -0.090150 0.00911591 326088 -9.88931 0.0000
## yrsusa1 0.009228 0.00016116 326088 57.26279 0.0000
## speakengrecode_num -0.018222 0.00122731 326088 -14.84751 0.0000
## edcatHS -0.488064 0.00406886 326088 -119.95098 0.0000
## edcatLess than HS -0.604423 0.00475358 326088 -127.15124 0.0000
## edcatSome Col -0.382707 0.00495909 326088 -77.17295 0.0000
## syuzhetbyyear 0.118884 0.00859182 326088 13.83691 0.0000
## value 0.000000 0.00000000 223 3.06254 0.0025
## percent_emp_x 0.004123 0.00237428 223 1.73644 0.0839
## racecat2Black:syuzhetbyyear 0.024007 0.04393074 326088 0.54648 0.5847
## racecat2Indigenous:syuzhetbyyear 0.148356 0.06422649 326088 2.30989 0.0209
## racecat2Asian:syuzhetbyyear -0.094619 0.07104719 326088 -1.33178 0.1829
## racecat2Other:syuzhetbyyear 0.008766 0.01332449 326088 0.65787 0.5106
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female
## racecat2Black 0.004
## racecat2Indigenous -0.002 0.023
## racecat2Asian 0.004 0.025 0.014
## racecat2Other -0.009 0.115 0.077 0.070
## female -0.010 -0.004 0.003 -0.001 0.000
## maritalmarried -0.030 0.008 0.000 -0.001 0.005 0.102
## maritalseparated -0.017 0.002 0.002 0.002 -0.003 -0.018
## maritalsingle -0.032 0.000 -0.002 -0.001 -0.003 0.073
## maritalwidowed -0.009 0.000 0.001 -0.002 0.000 -0.037
## age -0.020 -0.014 0.000 -0.008 0.013 -0.013
## citizennaturalized citizen -0.045 0.000 0.000 -0.006 -0.013 -0.010
## citizennot a citizen -0.051 0.004 0.001 0.001 -0.015 0.015
## yrsusa1 -0.021 0.004 -0.001 0.006 -0.001 0.021
## speakengrecode_num -0.015 0.023 -0.002 0.024 -0.011 0.021
## edcatHS -0.023 0.005 -0.002 0.008 -0.022 0.079
## edcatLess than HS -0.021 0.013 -0.003 0.009 -0.026 0.088
## edcatSome Col -0.020 0.001 -0.002 0.007 -0.014 0.027
## syuzhetbyyear -0.021 0.168 0.106 0.104 0.534 -0.004
## value -0.010 0.000 0.001 0.000 -0.004 -0.001
## percent_emp_x -0.996 -0.009 -0.001 -0.008 -0.006 0.000
## racecat2Black:syuzhetbyyear 0.000 -0.927 -0.021 -0.019 -0.104 -0.001
## racecat2Indigenous:syuzhetbyyear 0.003 -0.022 -0.916 -0.013 -0.071 -0.002
## racecat2Asian:syuzhetbyyear -0.002 -0.021 -0.013 -0.931 -0.065 0.000
## racecat2Other:syuzhetbyyear 0.012 -0.105 -0.070 -0.063 -0.915 -0.001
## mrtlmr mrtlsp mrtlsn mrtlwd age ctznnc
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated 0.523
## maritalsingle 0.788 0.473
## maritalwidowed 0.330 0.205 0.280
## age 0.056 0.021 0.252 -0.044
## citizennaturalized citizen -0.005 0.005 0.028 0.002 -0.083
## citizennot a citizen -0.009 -0.009 0.008 -0.004 -0.072 0.927
## yrsusa1 0.016 0.014 -0.006 0.005 -0.495 0.047
## speakengrecode_num -0.004 -0.001 0.020 0.008 -0.075 -0.062
## edcatHS -0.002 -0.029 -0.013 -0.016 0.006 -0.029
## edcatLess than HS -0.023 -0.039 -0.038 -0.031 -0.123 -0.020
## edcatSome Col 0.019 -0.008 0.001 -0.004 0.067 -0.022
## syuzhetbyyear 0.003 0.007 -0.002 0.001 -0.014 0.001
## value 0.000 -0.001 -0.004 0.000 -0.004 -0.005
## percent_emp_x 0.003 0.002 -0.001 0.001 -0.006 0.005
## racecat2Black:syuzhetbyyear -0.004 -0.002 -0.002 -0.001 0.001 -0.001
## racecat2Indigenous:syuzhetbyyear -0.001 -0.003 0.000 0.000 0.002 -0.001
## racecat2Asian:syuzhetbyyear -0.001 -0.001 -0.001 0.000 0.001 0.001
## racecat2Other:syuzhetbyyear -0.003 -0.001 0.000 -0.001 -0.003 0.005
## ctznac yrsus1 spkng_ edctHS edLtHS edctSC
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1 0.170
## speakengrecode_num -0.069 0.060
## edcatHS -0.094 -0.035 -0.108
## edcatLess than HS -0.111 -0.009 -0.069 0.626
## edcatSome Col -0.041 -0.063 -0.038 0.538 0.462
## syuzhetbyyear 0.002 -0.018 -0.003 0.018 0.030 0.014
## value -0.004 0.001 -0.003 0.001 0.003 0.000
## percent_emp_x 0.009 0.015 -0.001 0.015 0.018 0.010
## racecat2Black:syuzhetbyyear -0.001 0.002 0.000 -0.001 -0.004 -0.002
## racecat2Indigenous:syuzhetbyyear -0.002 0.000 0.003 0.000 -0.002 0.000
## racecat2Asian:syuzhetbyyear -0.001 0.000 0.000 -0.004 -0.004 -0.003
## racecat2Other:syuzhetbyyear 0.004 0.002 0.008 -0.004 -0.003 -0.002
## syzhtb value prcn__ rcc2B: rcc2I: rcc2A:
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## syuzhetbyyear
## value -0.003
## percent_emp_x -0.002 -0.013
## racecat2Black:syuzhetbyyear -0.182 -0.001 0.005
## racecat2Indigenous:syuzhetbyyear -0.119 0.000 0.000 0.024
## racecat2Asian:syuzhetbyyear -0.114 -0.001 0.005 0.023 0.015
## racecat2Other:syuzhetbyyear -0.586 0.001 0.002 0.116 0.079 0.071
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -13.9118719 -0.4122606 0.1050327 0.5618076 4.7361342
##
## Number of Observations: 326336
## Number of Groups: 226- effect of sentiment is significant
- interaction it is statistically significant for indigenous group
2.2 Log Wage Model by Race
model5.3<-lme(logwage ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear*racecat2,
data = data_final_1865_1, method = "ML", na.action = "na.omit", random = ~1|NAME)
summary(model5.3)## Linear mixed-effects model fit by maximum likelihood
## Data: data_final_1865_1
## AIC BIC logLik
## 1624892 1625181 -812419
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.2894253 2.915615
##
## Fixed effects: logwage ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear * racecat2
## Value Std.Error DF t-value p-value
## (Intercept) 10.546601 0.5727561 326088 18.41378 0.0000
## racecat2Black 0.148635 0.0903809 326088 1.64454 0.1001
## racecat2Indigenous -0.051592 0.1347833 326088 -0.38278 0.7019
## racecat2Asian 0.233570 0.1492139 326088 1.56534 0.1175
## racecat2Other -0.024652 0.0274708 326088 -0.89740 0.3695
## female -0.434692 0.0106053 326088 -40.98813 0.0000
## maritalmarried 0.083200 0.0187036 326088 4.44831 0.0000
## maritalseparated -0.108055 0.0308238 326088 -3.50557 0.0005
## maritalsingle -0.035105 0.0212283 326088 -1.65368 0.0982
## maritalwidowed -0.047385 0.0476785 326088 -0.99384 0.3203
## age -0.014534 0.0006069 326088 -23.94897 0.0000
## citizennaturalized citizen 0.076242 0.0320091 326088 2.38189 0.0172
## citizennot a citizen -0.349071 0.0322684 326088 -10.81774 0.0000
## yrsusa1 0.012523 0.0005704 326088 21.95542 0.0000
## speakengrecode_num -0.059563 0.0043446 326088 -13.70952 0.0000
## edcatHS -0.762464 0.0144022 326088 -52.94073 0.0000
## edcatLess than HS -0.884838 0.0168244 326088 -52.59263 0.0000
## edcatSome Col -0.542410 0.0175548 326088 -30.89812 0.0000
## syuzhetbyyear 0.077966 0.0303670 326088 2.56747 0.0102
## value 0.000000 0.0000000 223 0.39916 0.6902
## percent_emp_x 0.003854 0.0072578 223 0.53105 0.5959
## racecat2Black:syuzhetbyyear 0.191580 0.1555047 326088 1.23199 0.2180
## racecat2Indigenous:syuzhetbyyear -0.005136 0.2273537 326088 -0.02259 0.9820
## racecat2Asian:syuzhetbyyear -0.005776 0.2515018 326088 -0.02297 0.9817
## racecat2Other:syuzhetbyyear -0.012229 0.0471609 326088 -0.25930 0.7954
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female
## racecat2Black 0.004
## racecat2Indigenous -0.002 0.023
## racecat2Asian 0.004 0.025 0.014
## racecat2Other -0.009 0.115 0.077 0.070
## female -0.012 -0.004 0.003 -0.001 0.000
## maritalmarried -0.035 0.008 0.000 -0.001 0.005 0.102
## maritalseparated -0.020 0.002 0.002 0.002 -0.003 -0.018
## maritalsingle -0.037 0.000 -0.002 -0.001 -0.003 0.073
## maritalwidowed -0.010 0.000 0.001 -0.002 0.000 -0.037
## age -0.024 -0.014 0.000 -0.008 0.013 -0.013
## citizennaturalized citizen -0.052 0.000 0.000 -0.006 -0.013 -0.010
## citizennot a citizen -0.059 0.004 0.001 0.001 -0.015 0.015
## yrsusa1 -0.024 0.004 -0.001 0.006 -0.002 0.021
## speakengrecode_num -0.017 0.023 -0.002 0.024 -0.011 0.021
## edcatHS -0.026 0.005 -0.002 0.008 -0.022 0.079
## edcatLess than HS -0.024 0.013 -0.003 0.009 -0.027 0.088
## edcatSome Col -0.023 0.001 -0.002 0.007 -0.014 0.027
## syuzhetbyyear -0.023 0.168 0.106 0.104 0.534 -0.004
## value 0.003 -0.001 0.000 0.000 -0.004 -0.001
## percent_emp_x -0.996 -0.010 -0.002 -0.008 -0.007 0.000
## racecat2Black:syuzhetbyyear 0.000 -0.927 -0.021 -0.019 -0.104 -0.001
## racecat2Indigenous:syuzhetbyyear 0.003 -0.022 -0.916 -0.013 -0.071 -0.002
## racecat2Asian:syuzhetbyyear -0.002 -0.020 -0.013 -0.931 -0.065 0.000
## racecat2Other:syuzhetbyyear 0.013 -0.105 -0.070 -0.063 -0.915 -0.001
## mrtlmr mrtlsp mrtlsn mrtlwd age ctznnc
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated 0.523
## maritalsingle 0.788 0.473
## maritalwidowed 0.330 0.205 0.280
## age 0.056 0.021 0.252 -0.044
## citizennaturalized citizen -0.005 0.005 0.028 0.002 -0.083
## citizennot a citizen -0.010 -0.009 0.008 -0.004 -0.072 0.927
## yrsusa1 0.016 0.014 -0.006 0.005 -0.495 0.047
## speakengrecode_num -0.004 -0.001 0.020 0.008 -0.075 -0.062
## edcatHS -0.002 -0.029 -0.013 -0.016 0.006 -0.029
## edcatLess than HS -0.023 -0.039 -0.038 -0.031 -0.123 -0.020
## edcatSome Col 0.019 -0.008 0.001 -0.004 0.067 -0.022
## syuzhetbyyear 0.003 0.007 -0.002 0.001 -0.014 0.000
## value 0.000 -0.002 -0.004 0.000 -0.005 -0.005
## percent_emp_x 0.003 0.003 -0.001 0.002 -0.006 0.005
## racecat2Black:syuzhetbyyear -0.004 -0.002 -0.002 -0.001 0.001 -0.002
## racecat2Indigenous:syuzhetbyyear -0.001 -0.003 0.000 0.000 0.002 -0.001
## racecat2Asian:syuzhetbyyear -0.001 -0.001 -0.001 0.000 0.001 0.001
## racecat2Other:syuzhetbyyear -0.003 -0.001 0.000 -0.001 -0.003 0.005
## ctznac yrsus1 spkng_ edctHS edLtHS edctSC
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1 0.170
## speakengrecode_num -0.069 0.060
## edcatHS -0.094 -0.036 -0.108
## edcatLess than HS -0.111 -0.009 -0.069 0.625
## edcatSome Col -0.041 -0.063 -0.038 0.538 0.462
## syuzhetbyyear 0.002 -0.018 -0.003 0.018 0.029 0.013
## value -0.005 0.001 -0.003 0.001 0.003 0.000
## percent_emp_x 0.010 0.018 -0.001 0.016 0.020 0.011
## racecat2Black:syuzhetbyyear -0.001 0.002 0.000 -0.001 -0.004 -0.002
## racecat2Indigenous:syuzhetbyyear -0.002 0.000 0.003 0.000 -0.002 0.000
## racecat2Asian:syuzhetbyyear -0.001 0.000 0.000 -0.004 -0.004 -0.003
## racecat2Other:syuzhetbyyear 0.004 0.002 0.008 -0.004 -0.003 -0.001
## syzhtb value prcn__ rcc2B: rcc2I: rcc2A:
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## syuzhetbyyear
## value -0.003
## percent_emp_x -0.003 -0.027
## racecat2Black:syuzhetbyyear -0.183 -0.001 0.005
## racecat2Indigenous:syuzhetbyyear -0.119 0.000 0.000 0.024
## racecat2Asian:syuzhetbyyear -0.114 -0.001 0.005 0.023 0.015
## racecat2Other:syuzhetbyyear -0.587 0.001 0.003 0.116 0.079 0.071
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -3.8589100 0.0796489 0.2966491 0.4589985 1.6711991
##
## Number of Observations: 326336
## Number of Groups: 226- sentiment is significant
- no variation by race
2.3 Log Income Model by Birthplace (reference is Mexico)
model5.3<-lme(logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear*bpld,
data = data_final_1865_1, method = "ML", na.action = "na.omit", random = ~1|NAME)
summary(model5.3)## Linear mixed-effects model fit by maximum likelihood
## Data: data_final_1865_1
## AIC BIC logLik
## 798974.9 799648.7 -399424.4
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.09630952 0.8223883
##
## Fixed effects: logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear * bpld
## Value Std.Error DF t-value
## (Intercept) 10.477019 0.18820912 326052 55.66691
## racecat2Black -0.005597 0.01064976 326052 -0.52557
## racecat2Indigenous -0.075814 0.01523468 326052 -4.97643
## racecat2Asian 0.024710 0.01694232 326052 1.45846
## racecat2Other -0.043028 0.00316606 326052 -13.59055
## female -0.477408 0.00299624 326052 -159.33545
## maritalmarried -0.003516 0.00528156 326052 -0.66580
## maritalseparated -0.084907 0.00869857 326052 -9.76106
## maritalsingle -0.183713 0.00599566 326052 -30.64109
## maritalwidowed -0.079733 0.01345249 326052 -5.92697
## age 0.004219 0.00017307 326052 24.37701
## citizennaturalized citizen 0.101559 0.00913292 326052 11.12014
## citizennot a citizen -0.080572 0.00921477 326052 -8.74382
## yrsusa1 0.009416 0.00016341 326052 57.62465
## speakengrecode_num -0.015334 0.00123891 326052 -12.37670
## edcatHS -0.473099 0.00419446 326052 -112.79142
## edcatLess than HS -0.584103 0.00494923 326052 -118.01902
## edcatSome Col -0.371446 0.00499026 326052 -74.43428
## bpldBelize -0.217035 0.08421470 326052 -2.57717
## bpldBolivia -0.266114 0.06358017 326052 -4.18549
## bpldBrazil -0.026562 0.04423872 326052 -0.60043
## bpldChile -0.124889 0.06225008 326052 -2.00624
## bpldColumbia -0.225761 0.04236836 326052 -5.32852
## bpldCosta Rica -0.254841 0.06647263 326052 -3.83378
## bpldCuba -0.232091 0.04428703 326052 -5.24061
## bpldDominican Republic -0.318967 0.04123553 326052 -7.73524
## bpldEcuador -0.277021 0.04510313 326052 -6.14195
## bpldEl Salvador -0.245978 0.03970135 326052 -6.19570
## bpldGuatemala -0.268272 0.04111469 326052 -6.52498
## bpldGuyana -0.128913 0.04870409 326052 -2.64686
## bpldHonduras -0.247002 0.04321743 326052 -5.71534
## bpldMexico -0.246285 0.03782326 326052 -6.51146
## bpldNicaragua -0.213741 0.05426174 326052 -3.93907
## bpldPanama -0.153664 0.05629330 326052 -2.72971
## bpldParaguay -0.351056 0.10974508 326052 -3.19883
## bpldPeru -0.223545 0.04435890 326052 -5.03945
## bpldUruguay -0.058331 0.08972557 326052 -0.65010
## bpldVenezuela -0.058875 0.04986211 326052 -1.18075
## syuzhetbyyear 0.129980 0.06469036 326052 2.00926
## value 0.000000 0.00000000 223 3.16555
## percent_emp_x 0.002606 0.00233365 223 1.11661
## bpldBelize:syuzhetbyyear 0.171579 0.14357349 326052 1.19506
## bpldBolivia:syuzhetbyyear -0.040345 0.10969210 326052 -0.36780
## bpldBrazil:syuzhetbyyear -0.072187 0.07668873 326052 -0.94130
## bpldChile:syuzhetbyyear -0.163508 0.10936874 326052 -1.49502
## bpldColumbia:syuzhetbyyear -0.004565 0.07317870 326052 -0.06238
## bpldCosta Rica:syuzhetbyyear 0.120459 0.11530981 326052 1.04466
## bpldCuba:syuzhetbyyear -0.006036 0.07646610 326052 -0.07894
## bpldDominican Republic:syuzhetbyyear 0.016042 0.07099353 326052 0.22596
## bpldEcuador:syuzhetbyyear 0.057989 0.07737441 326052 0.74946
## bpldEl Salvador:syuzhetbyyear 0.017808 0.06835958 326052 0.26050
## bpldGuatemala:syuzhetbyyear -0.008041 0.07059682 326052 -0.11390
## bpldGuyana:syuzhetbyyear -0.010721 0.08317406 326052 -0.12890
## bpldHonduras:syuzhetbyyear 0.015124 0.07497567 326052 0.20172
## bpldMexico:syuzhetbyyear -0.006869 0.06516989 326052 -0.10540
## bpldNicaragua:syuzhetbyyear 0.002574 0.09352447 326052 0.02753
## bpldPanama:syuzhetbyyear 0.022896 0.10037651 326052 0.22810
## bpldParaguay:syuzhetbyyear 0.214528 0.18641613 326052 1.15080
## bpldPeru:syuzhetbyyear -0.047650 0.07674160 326052 -0.62091
## bpldUruguay:syuzhetbyyear -0.074247 0.15461941 326052 -0.48019
## bpldVenezuela:syuzhetbyyear -0.235390 0.08520554 326052 -2.76261
## p-value
## (Intercept) 0.0000
## racecat2Black 0.5992
## racecat2Indigenous 0.0000
## racecat2Asian 0.1447
## racecat2Other 0.0000
## female 0.0000
## maritalmarried 0.5055
## maritalseparated 0.0000
## maritalsingle 0.0000
## maritalwidowed 0.0000
## age 0.0000
## citizennaturalized citizen 0.0000
## citizennot a citizen 0.0000
## yrsusa1 0.0000
## speakengrecode_num 0.0000
## edcatHS 0.0000
## edcatLess than HS 0.0000
## edcatSome Col 0.0000
## bpldBelize 0.0100
## bpldBolivia 0.0000
## bpldBrazil 0.5482
## bpldChile 0.0448
## bpldColumbia 0.0000
## bpldCosta Rica 0.0001
## bpldCuba 0.0000
## bpldDominican Republic 0.0000
## bpldEcuador 0.0000
## bpldEl Salvador 0.0000
## bpldGuatemala 0.0000
## bpldGuyana 0.0081
## bpldHonduras 0.0000
## bpldMexico 0.0000
## bpldNicaragua 0.0001
## bpldPanama 0.0063
## bpldParaguay 0.0014
## bpldPeru 0.0000
## bpldUruguay 0.5156
## bpldVenezuela 0.2377
## syuzhetbyyear 0.0445
## value 0.0018
## percent_emp_x 0.2654
## bpldBelize:syuzhetbyyear 0.2321
## bpldBolivia:syuzhetbyyear 0.7130
## bpldBrazil:syuzhetbyyear 0.3465
## bpldChile:syuzhetbyyear 0.1349
## bpldColumbia:syuzhetbyyear 0.9503
## bpldCosta Rica:syuzhetbyyear 0.2962
## bpldCuba:syuzhetbyyear 0.9371
## bpldDominican Republic:syuzhetbyyear 0.8212
## bpldEcuador:syuzhetbyyear 0.4536
## bpldEl Salvador:syuzhetbyyear 0.7945
## bpldGuatemala:syuzhetbyyear 0.9093
## bpldGuyana:syuzhetbyyear 0.8974
## bpldHonduras:syuzhetbyyear 0.8401
## bpldMexico:syuzhetbyyear 0.9161
## bpldNicaragua:syuzhetbyyear 0.9780
## bpldPanama:syuzhetbyyear 0.8196
## bpldParaguay:syuzhetbyyear 0.2498
## bpldPeru:syuzhetbyyear 0.5347
## bpldUruguay:syuzhetbyyear 0.6311
## bpldVenezuela:syuzhetbyyear 0.0057
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female
## racecat2Black 0.004
## racecat2Indigenous 0.003 0.030
## racecat2Asian 0.001 0.202 0.021
## racecat2Other 0.009 0.159 0.087 0.100
## female -0.012 -0.003 0.003 -0.002 0.001
## maritalmarried -0.028 0.011 0.000 -0.002 0.006 0.100
## maritalseparated -0.016 0.000 0.000 0.001 -0.007 -0.018
## maritalsingle -0.029 -0.005 -0.002 -0.002 -0.007 0.072
## maritalwidowed -0.007 -0.002 0.002 -0.002 0.000 -0.037
## age -0.030 -0.009 0.002 0.004 0.019 -0.009
## citizennaturalized citizen -0.043 -0.016 -0.002 -0.013 -0.020 -0.012
## citizennot a citizen -0.046 -0.015 -0.001 -0.008 -0.028 0.011
## yrsusa1 -0.010 0.004 -0.002 0.003 0.001 0.016
## speakengrecode_num -0.010 -0.001 0.000 0.003 -0.012 0.019
## edcatHS -0.006 0.011 0.001 0.011 -0.042 0.072
## edcatLess than HS -0.001 0.013 -0.003 0.006 -0.048 0.078
## edcatSome Col -0.013 0.002 -0.002 0.009 -0.025 0.025
## bpldBelize -0.089 -0.055 -0.009 -0.015 -0.018 0.000
## bpldBolivia -0.121 0.000 -0.002 -0.001 -0.009 0.000
## bpldBrazil -0.163 -0.006 0.000 -0.004 -0.006 -0.002
## bpldChile -0.120 0.000 0.000 0.003 -0.004 0.001
## bpldColumbia -0.177 -0.004 -0.001 0.001 -0.012 -0.006
## bpldCosta Rica -0.109 -0.010 0.000 -0.001 -0.008 -0.002
## bpldCuba -0.168 -0.011 0.001 0.000 -0.005 0.000
## bpldDominican Republic -0.178 -0.028 -0.004 -0.004 -0.033 -0.006
## bpldEcuador -0.167 -0.001 -0.003 0.001 -0.017 -0.001
## bpldEl Salvador -0.194 -0.004 -0.004 0.002 -0.024 -0.002
## bpldGuatemala -0.187 -0.005 -0.006 0.000 -0.024 0.004
## bpldGuyana -0.152 -0.115 -0.005 -0.101 -0.033 -0.003
## bpldHonduras -0.176 -0.007 -0.001 0.001 -0.021 -0.001
## bpldMexico -0.209 -0.004 -0.004 0.002 -0.019 0.001
## bpldNicaragua -0.141 -0.003 -0.003 0.000 -0.016 -0.003
## bpldPanama -0.138 -0.045 -0.002 -0.016 -0.016 -0.006
## bpldParaguay -0.070 -0.002 -0.004 -0.007 -0.004 -0.001
## bpldPeru -0.170 -0.004 -0.006 -0.001 -0.019 -0.004
## bpldUruguay -0.081 0.001 0.001 0.001 0.000 0.001
## bpldVenezuela -0.148 -0.004 0.000 -0.004 -0.008 -0.001
## syuzhetbyyear -0.188 0.000 0.001 -0.003 -0.001 0.001
## value -0.009 -0.002 0.001 -0.001 -0.006 0.000
## percent_emp_x -0.977 -0.004 -0.003 -0.002 -0.010 0.002
## bpldBelize:syuzhetbyyear 0.081 -0.016 0.004 0.001 0.001 -0.003
## bpldBolivia:syuzhetbyyear 0.111 -0.001 -0.003 0.002 0.001 -0.003
## bpldBrazil:syuzhetbyyear 0.154 -0.001 -0.001 0.000 -0.001 -0.001
## bpldChile:syuzhetbyyear 0.109 0.000 -0.001 0.000 -0.001 -0.001
## bpldColumbia:syuzhetbyyear 0.164 0.000 -0.001 0.004 0.001 0.000
## bpldCosta Rica:syuzhetbyyear 0.100 0.002 -0.001 0.002 0.000 0.001
## bpldCuba:syuzhetbyyear 0.156 0.001 -0.001 0.003 -0.001 0.000
## bpldDominican Republic:syuzhetbyyear 0.168 -0.006 0.000 0.002 0.001 -0.002
## bpldEcuador:syuzhetbyyear 0.156 -0.002 -0.001 0.002 -0.001 -0.001
## bpldEl Salvador:syuzhetbyyear 0.177 0.000 -0.001 0.003 0.000 -0.002
## bpldGuatemala:syuzhetbyyear 0.171 0.000 -0.003 0.002 0.000 -0.002
## bpldGuyana:syuzhetbyyear 0.144 0.010 -0.002 -0.009 0.001 -0.001
## bpldHonduras:syuzhetbyyear 0.161 -0.003 -0.003 0.002 0.000 -0.002
## bpldMexico:syuzhetbyyear 0.187 0.000 -0.001 0.003 0.000 -0.002
## bpldNicaragua:syuzhetbyyear 0.129 -0.003 0.000 0.002 -0.001 0.001
## bpldPanama:syuzhetbyyear 0.122 -0.005 -0.001 0.002 -0.001 0.000
## bpldParaguay:syuzhetbyyear 0.066 0.001 0.002 0.004 0.000 -0.001
## bpldPeru:syuzhetbyyear 0.156 0.000 0.000 0.001 0.000 0.000
## bpldUruguay:syuzhetbyyear 0.075 0.000 -0.001 0.002 0.000 -0.002
## bpldVenezuela:syuzhetbyyear 0.138 -0.002 -0.002 0.003 -0.002 -0.002
## mrtlmr mrtlsp mrtlsn mrtlwd age ctznnc
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated 0.523
## maritalsingle 0.788 0.473
## maritalwidowed 0.330 0.205 0.280
## age 0.051 0.017 0.245 -0.046
## citizennaturalized citizen -0.004 0.006 0.030 0.003 -0.084
## citizennot a citizen -0.007 -0.006 0.011 -0.002 -0.079 0.928
## yrsusa1 0.021 0.017 -0.002 0.008 -0.502 0.043
## speakengrecode_num -0.004 0.000 0.020 0.008 -0.085 -0.059
## edcatHS 0.004 -0.022 -0.004 -0.012 -0.023 -0.017
## edcatLess than HS -0.014 -0.030 -0.026 -0.025 -0.153 -0.007
## edcatSome Col 0.021 -0.005 0.004 -0.003 0.053 -0.017
## bpldBelize 0.005 0.000 0.003 0.000 0.001 -0.002
## bpldBolivia 0.006 0.001 0.002 0.001 0.001 -0.001
## bpldBrazil 0.004 0.002 0.005 0.001 0.002 0.002
## bpldChile 0.001 -0.002 -0.001 -0.001 -0.002 0.001
## bpldColumbia 0.005 0.000 0.002 -0.001 0.000 -0.003
## bpldCosta Rica 0.005 0.000 0.004 0.002 0.003 0.007
## bpldCuba 0.005 -0.001 0.001 0.000 0.000 -0.003
## bpldDominican Republic 0.008 -0.004 0.003 -0.002 0.005 -0.003
## bpldEcuador 0.004 -0.001 0.001 0.000 0.006 -0.003
## bpldEl Salvador 0.002 -0.003 -0.003 -0.003 0.013 -0.006
## bpldGuatemala 0.002 -0.003 -0.002 -0.003 0.018 -0.004
## bpldGuyana 0.000 -0.002 -0.002 -0.003 -0.006 -0.005
## bpldHonduras 0.003 -0.003 -0.004 -0.001 0.015 -0.006
## bpldMexico 0.000 -0.004 -0.002 -0.003 0.019 -0.004
## bpldNicaragua 0.002 -0.002 -0.001 -0.001 0.007 -0.005
## bpldPanama 0.003 0.001 0.001 0.001 0.003 0.048
## bpldParaguay 0.001 0.000 0.000 -0.003 0.005 0.003
## bpldPeru 0.004 -0.001 0.000 -0.001 -0.003 -0.001
## bpldUruguay 0.001 -0.001 0.002 0.000 -0.003 -0.002
## bpldVenezuela 0.002 -0.001 0.003 -0.001 0.003 0.005
## syuzhetbyyear 0.004 0.001 0.001 0.000 -0.001 -0.003
## value 0.000 -0.002 -0.004 0.000 -0.003 -0.004
## percent_emp_x 0.000 0.001 -0.004 0.000 0.003 0.003
## bpldBelize:syuzhetbyyear -0.003 -0.001 -0.003 0.000 -0.002 0.004
## bpldBolivia:syuzhetbyyear -0.006 -0.002 -0.002 -0.002 0.001 0.002
## bpldBrazil:syuzhetbyyear -0.004 -0.001 -0.002 -0.001 0.000 0.003
## bpldChile:syuzhetbyyear -0.001 0.001 0.000 0.000 0.003 0.002
## bpldColumbia:syuzhetbyyear -0.004 -0.001 -0.002 0.000 0.000 0.002
## bpldCosta Rica:syuzhetbyyear -0.004 0.000 -0.002 -0.002 0.001 0.000
## bpldCuba:syuzhetbyyear -0.003 0.000 -0.003 0.000 -0.002 0.003
## bpldDominican Republic:syuzhetbyyear -0.004 0.000 -0.001 0.001 0.001 0.004
## bpldEcuador:syuzhetbyyear -0.003 -0.001 -0.001 0.000 0.000 0.003
## bpldEl Salvador:syuzhetbyyear -0.003 0.000 -0.002 0.001 -0.001 0.004
## bpldGuatemala:syuzhetbyyear -0.004 -0.001 -0.003 0.000 -0.002 0.004
## bpldGuyana:syuzhetbyyear -0.002 0.001 -0.001 0.000 0.000 0.003
## bpldHonduras:syuzhetbyyear -0.003 0.001 -0.001 -0.001 -0.002 0.005
## bpldMexico:syuzhetbyyear -0.003 0.000 -0.002 0.000 -0.001 0.004
## bpldNicaragua:syuzhetbyyear -0.001 0.000 0.001 0.000 -0.002 0.003
## bpldPanama:syuzhetbyyear -0.002 -0.001 -0.002 -0.002 -0.001 -0.005
## bpldParaguay:syuzhetbyyear 0.000 0.001 0.000 0.002 -0.001 -0.001
## bpldPeru:syuzhetbyyear -0.002 0.001 0.000 0.000 0.000 0.001
## bpldUruguay:syuzhetbyyear 0.001 0.002 0.000 0.000 0.002 0.003
## bpldVenezuela:syuzhetbyyear -0.003 0.001 -0.003 0.001 -0.002 0.001
## ctznac yrsus1 spkng_ edctHS edLtHS edctSC
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1 0.170
## speakengrecode_num -0.062 0.066
## edcatHS -0.071 -0.003 -0.095
## edcatLess than HS -0.084 0.026 -0.052 0.649
## edcatSome Col -0.033 -0.048 -0.033 0.546 0.471
## bpldBelize -0.001 0.000 0.012 -0.005 -0.006 -0.002
## bpldBolivia 0.000 0.003 -0.003 -0.006 -0.004 -0.009
## bpldBrazil 0.002 0.012 -0.003 -0.002 -0.002 0.000
## bpldChile 0.001 0.002 0.000 -0.002 0.000 -0.002
## bpldColumbia 0.001 0.010 -0.005 -0.003 -0.004 -0.002
## bpldCosta Rica 0.008 0.003 -0.002 -0.006 -0.005 -0.004
## bpldCuba -0.002 0.002 -0.003 -0.011 -0.007 -0.004
## bpldDominican Republic 0.002 0.009 -0.005 -0.020 -0.019 -0.015
## bpldEcuador -0.001 0.005 -0.008 -0.014 -0.016 -0.011
## bpldEl Salvador -0.006 -0.001 -0.009 -0.034 -0.039 -0.017
## bpldGuatemala -0.005 0.001 -0.009 -0.028 -0.040 -0.014
## bpldGuyana 0.002 0.011 0.029 -0.017 -0.013 -0.007
## bpldHonduras -0.007 0.003 -0.007 -0.027 -0.037 -0.013
## bpldMexico -0.007 -0.008 -0.011 -0.035 -0.040 -0.016
## bpldNicaragua -0.003 -0.003 -0.004 -0.014 -0.014 -0.010
## bpldPanama 0.048 -0.012 0.004 -0.008 -0.007 -0.007
## bpldParaguay 0.004 -0.001 0.001 -0.001 -0.002 -0.001
## bpldPeru 0.003 0.011 -0.005 -0.006 -0.004 -0.008
## bpldUruguay -0.003 0.001 0.001 -0.007 -0.004 -0.007
## bpldVenezuela 0.007 0.009 -0.001 0.009 0.005 0.007
## syuzhetbyyear -0.002 0.003 0.001 0.004 0.003 0.004
## value -0.004 -0.002 -0.004 -0.001 0.001 0.000
## percent_emp_x 0.004 0.004 -0.005 0.001 0.003 0.005
## bpldBelize:syuzhetbyyear 0.002 -0.002 0.000 -0.004 -0.001 -0.005
## bpldBolivia:syuzhetbyyear 0.002 -0.002 0.000 -0.001 -0.002 0.000
## bpldBrazil:syuzhetbyyear 0.003 -0.001 0.001 0.000 0.000 0.000
## bpldChile:syuzhetbyyear 0.002 -0.003 0.000 0.001 0.001 0.001
## bpldColumbia:syuzhetbyyear 0.001 -0.005 -0.002 -0.002 -0.002 -0.003
## bpldCosta Rica:syuzhetbyyear -0.002 -0.005 0.001 -0.004 -0.003 -0.003
## bpldCuba:syuzhetbyyear 0.003 -0.001 -0.002 -0.003 -0.002 -0.003
## bpldDominican Republic:syuzhetbyyear 0.003 -0.003 -0.002 -0.001 -0.001 -0.001
## bpldEcuador:syuzhetbyyear 0.002 -0.005 0.000 -0.003 -0.001 -0.002
## bpldEl Salvador:syuzhetbyyear 0.003 -0.004 -0.001 -0.002 0.001 -0.002
## bpldGuatemala:syuzhetbyyear 0.003 -0.004 0.000 -0.003 0.000 -0.003
## bpldGuyana:syuzhetbyyear 0.002 -0.004 -0.001 -0.004 -0.003 -0.004
## bpldHonduras:syuzhetbyyear 0.005 -0.003 0.000 -0.003 0.001 -0.003
## bpldMexico:syuzhetbyyear 0.003 -0.006 0.000 -0.002 0.000 -0.003
## bpldNicaragua:syuzhetbyyear 0.002 -0.002 -0.002 -0.002 -0.002 -0.002
## bpldPanama:syuzhetbyyear -0.005 -0.002 -0.001 0.003 0.002 0.001
## bpldParaguay:syuzhetbyyear -0.001 0.001 -0.001 -0.003 -0.001 -0.002
## bpldPeru:syuzhetbyyear 0.000 -0.003 -0.002 -0.002 -0.001 -0.002
## bpldUruguay:syuzhetbyyear 0.003 -0.001 -0.002 0.001 -0.001 0.002
## bpldVenezuela:syuzhetbyyear -0.001 0.003 -0.003 0.002 0.002 0.000
## bpldBlz bpldBlv bpldBr bpldCh bpldCl
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia 0.261
## bpldBrazil 0.375 0.497
## bpldChile 0.267 0.353 0.508
## bpldColumbia 0.392 0.519 0.747 0.530
## bpldCosta Rica 0.250 0.331 0.476 0.338 0.497
## bpldCuba 0.376 0.496 0.713 0.507 0.746
## bpldDominican Republic 0.404 0.534 0.769 0.545 0.803
## bpldEcuador 0.368 0.488 0.701 0.498 0.733
## bpldEl Salvador 0.419 0.557 0.796 0.566 0.832
## bpldGuatemala 0.405 0.536 0.769 0.546 0.803
## bpldGuyana 0.348 0.452 0.649 0.461 0.679
## bpldHonduras 0.385 0.510 0.731 0.520 0.765
## bpldMexico 0.440 0.581 0.835 0.594 0.873
## bpldNicaragua 0.306 0.406 0.582 0.414 0.609
## bpldPanama 0.298 0.391 0.561 0.399 0.586
## bpldParaguay 0.152 0.201 0.288 0.205 0.301
## bpldPeru 0.375 0.497 0.712 0.507 0.745
## bpldUruguay 0.185 0.245 0.352 0.250 0.368
## bpldVenezuela 0.333 0.441 0.634 0.450 0.662
## syuzhetbyyear 0.408 0.541 0.776 0.551 0.811
## value 0.001 -0.002 -0.001 0.000 0.000
## percent_emp_x 0.000 0.004 -0.005 0.001 0.001
## bpldBelize:syuzhetbyyear -0.927 -0.243 -0.349 -0.248 -0.365
## bpldBolivia:syuzhetbyyear -0.241 -0.916 -0.457 -0.325 -0.478
## bpldBrazil:syuzhetbyyear -0.344 -0.455 -0.919 -0.465 -0.684
## bpldChile:syuzhetbyyear -0.241 -0.319 -0.459 -0.916 -0.479
## bpldColumbia:syuzhetbyyear -0.361 -0.478 -0.686 -0.488 -0.920
## bpldCosta Rica:syuzhetbyyear -0.229 -0.303 -0.436 -0.310 -0.455
## bpldCuba:syuzhetbyyear -0.345 -0.457 -0.656 -0.467 -0.686
## bpldDominican Republic:syuzhetbyyear -0.371 -0.492 -0.708 -0.503 -0.739
## bpldEcuador:syuzhetbyyear -0.341 -0.452 -0.649 -0.461 -0.678
## bpldEl Salvador:syuzhetbyyear -0.386 -0.512 -0.734 -0.522 -0.767
## bpldGuatemala:syuzhetbyyear -0.374 -0.495 -0.711 -0.505 -0.743
## bpldGuyana:syuzhetbyyear -0.318 -0.421 -0.604 -0.429 -0.631
## bpldHonduras:syuzhetbyyear -0.352 -0.466 -0.669 -0.476 -0.700
## bpldMexico:syuzhetbyyear -0.405 -0.536 -0.770 -0.548 -0.805
## bpldNicaragua:syuzhetbyyear -0.282 -0.374 -0.537 -0.382 -0.561
## bpldPanama:syuzhetbyyear -0.263 -0.348 -0.500 -0.356 -0.522
## bpldParaguay:syuzhetbyyear -0.142 -0.187 -0.269 -0.192 -0.281
## bpldPeru:syuzhetbyyear -0.344 -0.455 -0.654 -0.465 -0.683
## bpldUruguay:syuzhetbyyear -0.171 -0.226 -0.325 -0.231 -0.339
## bpldVenezuela:syuzhetbyyear -0.310 -0.410 -0.589 -0.419 -0.615
## bpldCR bpldCb bpldDR bpldEc bpldES bpldGt
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba 0.475
## bpldDominican Republic 0.511 0.766
## bpldEcuador 0.467 0.700 0.756
## bpldEl Salvador 0.530 0.796 0.856 0.782
## bpldGuatemala 0.512 0.768 0.827 0.756 0.861
## bpldGuyana 0.433 0.650 0.702 0.639 0.724 0.699
## bpldHonduras 0.487 0.732 0.786 0.719 0.819 0.791
## bpldMexico 0.556 0.835 0.897 0.821 0.935 0.903
## bpldNicaragua 0.388 0.583 0.626 0.572 0.651 0.629
## bpldPanama 0.375 0.562 0.603 0.550 0.626 0.604
## bpldParaguay 0.192 0.287 0.309 0.283 0.321 0.310
## bpldPeru 0.474 0.712 0.766 0.700 0.795 0.768
## bpldUruguay 0.235 0.352 0.379 0.346 0.393 0.379
## bpldVenezuela 0.422 0.634 0.680 0.621 0.706 0.682
## syuzhetbyyear 0.516 0.775 0.834 0.762 0.866 0.836
## value 0.001 0.000 -0.001 -0.002 -0.002 0.000
## percent_emp_x -0.004 0.000 -0.002 0.002 0.007 0.006
## bpldBelize:syuzhetbyyear -0.233 -0.349 -0.375 -0.343 -0.390 -0.376
## bpldBolivia:syuzhetbyyear -0.305 -0.457 -0.492 -0.449 -0.511 -0.493
## bpldBrazil:syuzhetbyyear -0.436 -0.653 -0.703 -0.642 -0.729 -0.704
## bpldChile:syuzhetbyyear -0.306 -0.459 -0.492 -0.450 -0.512 -0.494
## bpldColumbia:syuzhetbyyear -0.457 -0.686 -0.737 -0.673 -0.765 -0.739
## bpldCosta Rica:syuzhetbyyear -0.923 -0.435 -0.467 -0.427 -0.485 -0.468
## bpldCuba:syuzhetbyyear -0.437 -0.918 -0.704 -0.644 -0.732 -0.707
## bpldDominican Republic:syuzhetbyyear -0.471 -0.706 -0.919 -0.694 -0.789 -0.762
## bpldEcuador:syuzhetbyyear -0.432 -0.648 -0.697 -0.923 -0.724 -0.699
## bpldEl Salvador:syuzhetbyyear -0.489 -0.734 -0.788 -0.721 -0.918 -0.791
## bpldGuatemala:syuzhetbyyear -0.473 -0.710 -0.764 -0.698 -0.793 -0.918
## bpldGuyana:syuzhetbyyear -0.402 -0.603 -0.648 -0.592 -0.673 -0.650
## bpldHonduras:syuzhetbyyear -0.446 -0.669 -0.719 -0.657 -0.747 -0.721
## bpldMexico:syuzhetbyyear -0.513 -0.770 -0.827 -0.756 -0.859 -0.830
## bpldNicaragua:syuzhetbyyear -0.357 -0.536 -0.576 -0.527 -0.599 -0.578
## bpldPanama:syuzhetbyyear -0.333 -0.500 -0.536 -0.491 -0.558 -0.538
## bpldParaguay:syuzhetbyyear -0.179 -0.269 -0.288 -0.264 -0.300 -0.290
## bpldPeru:syuzhetbyyear -0.435 -0.654 -0.702 -0.642 -0.729 -0.704
## bpldUruguay:syuzhetbyyear -0.216 -0.324 -0.348 -0.318 -0.362 -0.349
## bpldVenezuela:syuzhetbyyear -0.392 -0.588 -0.632 -0.578 -0.657 -0.634
## bpldGy bpldHn bpldMx bpldNc bpldPn bpldPrg
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras 0.665
## bpldMexico 0.758 0.859
## bpldNicaragua 0.530 0.598 0.683
## bpldPanama 0.516 0.575 0.657 0.458
## bpldParaguay 0.262 0.295 0.337 0.235 0.227
## bpldPeru 0.648 0.730 0.834 0.582 0.560 0.287
## bpldUruguay 0.320 0.361 0.412 0.287 0.277 0.142
## bpldVenezuela 0.576 0.649 0.741 0.517 0.499 0.256
## syuzhetbyyear 0.707 0.795 0.908 0.633 0.610 0.313
## value -0.001 0.001 0.001 0.000 0.002 0.000
## percent_emp_x 0.000 0.005 0.013 0.004 0.004 0.002
## bpldBelize:syuzhetbyyear -0.317 -0.358 -0.409 -0.285 -0.274 -0.141
## bpldBolivia:syuzhetbyyear -0.416 -0.469 -0.536 -0.373 -0.359 -0.184
## bpldBrazil:syuzhetbyyear -0.594 -0.670 -0.766 -0.534 -0.514 -0.264
## bpldChile:syuzhetbyyear -0.417 -0.470 -0.537 -0.374 -0.361 -0.185
## bpldColumbia:syuzhetbyyear -0.623 -0.703 -0.803 -0.560 -0.539 -0.277
## bpldCosta Rica:syuzhetbyyear -0.396 -0.446 -0.509 -0.355 -0.342 -0.175
## bpldCuba:syuzhetbyyear -0.597 -0.673 -0.768 -0.536 -0.516 -0.265
## bpldDominican Republic:syuzhetbyyear -0.642 -0.724 -0.827 -0.577 -0.555 -0.285
## bpldEcuador:syuzhetbyyear -0.590 -0.665 -0.759 -0.529 -0.510 -0.262
## bpldEl Salvador:syuzhetbyyear -0.668 -0.753 -0.859 -0.599 -0.577 -0.296
## bpldGuatemala:syuzhetbyyear -0.647 -0.728 -0.832 -0.580 -0.559 -0.287
## bpldGuyana:syuzhetbyyear -0.916 -0.618 -0.706 -0.493 -0.475 -0.243
## bpldHonduras:syuzhetbyyear -0.608 -0.917 -0.784 -0.547 -0.526 -0.270
## bpldMexico:syuzhetbyyear -0.700 -0.789 -0.917 -0.628 -0.605 -0.311
## bpldNicaragua:syuzhetbyyear -0.488 -0.550 -0.628 -0.919 -0.422 -0.216
## bpldPanama:syuzhetbyyear -0.454 -0.512 -0.586 -0.408 -0.912 -0.202
## bpldParaguay:syuzhetbyyear -0.245 -0.276 -0.315 -0.219 -0.212 -0.916
## bpldPeru:syuzhetbyyear -0.594 -0.670 -0.765 -0.533 -0.514 -0.264
## bpldUruguay:syuzhetbyyear -0.295 -0.332 -0.380 -0.265 -0.255 -0.131
## bpldVenezuela:syuzhetbyyear -0.536 -0.603 -0.689 -0.480 -0.463 -0.238
## bpldPer bpldUr bpldVn syzhtb value prcn__
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay 0.351
## bpldVenezuela 0.632 0.313
## syuzhetbyyear 0.774 0.383 0.689
## value -0.001 0.001 0.001 -0.001
## percent_emp_x 0.003 -0.002 -0.002 0.005 -0.014
## bpldBelize:syuzhetbyyear -0.349 -0.172 -0.310 -0.450 -0.001 0.001
## bpldBolivia:syuzhetbyyear -0.457 -0.226 -0.406 -0.589 0.001 -0.004
## bpldBrazil:syuzhetbyyear -0.653 -0.323 -0.581 -0.841 0.001 0.000
## bpldChile:syuzhetbyyear -0.458 -0.226 -0.407 -0.590 0.000 -0.001
## bpldColumbia:syuzhetbyyear -0.684 -0.338 -0.609 -0.882 0.000 -0.003
## bpldCosta Rica:syuzhetbyyear -0.434 -0.215 -0.387 -0.560 0.000 0.002
## bpldCuba:syuzhetbyyear -0.655 -0.324 -0.583 -0.845 0.001 -0.002
## bpldDominican Republic:syuzhetbyyear -0.706 -0.349 -0.628 -0.910 -0.001 -0.001
## bpldEcuador:syuzhetbyyear -0.647 -0.320 -0.576 -0.835 0.001 -0.004
## bpldEl Salvador:syuzhetbyyear -0.733 -0.362 -0.652 -0.945 0.001 -0.004
## bpldGuatemala:syuzhetbyyear -0.709 -0.351 -0.631 -0.915 0.000 -0.004
## bpldGuyana:syuzhetbyyear -0.602 -0.298 -0.536 -0.777 -0.001 -0.002
## bpldHonduras:syuzhetbyyear -0.668 -0.330 -0.594 -0.861 0.000 -0.003
## bpldMexico:syuzhetbyyear -0.769 -0.380 -0.684 -0.991 0.001 -0.006
## bpldNicaragua:syuzhetbyyear -0.536 -0.265 -0.476 -0.691 0.000 -0.003
## bpldPanama:syuzhetbyyear -0.499 -0.247 -0.444 -0.643 -0.001 -0.004
## bpldParaguay:syuzhetbyyear -0.268 -0.133 -0.239 -0.346 0.000 -0.003
## bpldPeru:syuzhetbyyear -0.920 -0.323 -0.580 -0.841 0.000 -0.003
## bpldUruguay:syuzhetbyyear -0.324 -0.932 -0.288 -0.418 -0.001 0.001
## bpldVenezuela:syuzhetbyyear -0.588 -0.291 -0.919 -0.758 -0.001 0.001
## bpldBlz: bpldBlv: bpldBr: bpldCh: bpldCl:
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhetbyyear
## value
## percent_emp_x
## bpldBelize:syuzhetbyyear
## bpldBolivia:syuzhetbyyear 0.265
## bpldBrazil:syuzhetbyyear 0.379 0.496
## bpldChile:syuzhetbyyear 0.266 0.348 0.498
## bpldColumbia:syuzhetbyyear 0.397 0.520 0.744 0.522
## bpldCosta Rica:syuzhetbyyear 0.252 0.330 0.472 0.331 0.495
## bpldCuba:syuzhetbyyear 0.380 0.498 0.712 0.499 0.747
## bpldDominican Republic:syuzhetbyyear 0.410 0.537 0.767 0.538 0.805
## bpldEcuador:syuzhetbyyear 0.376 0.492 0.704 0.493 0.738
## bpldEl Salvador:syuzhetbyyear 0.426 0.557 0.796 0.558 0.835
## bpldGuatemala:syuzhetbyyear 0.412 0.539 0.771 0.541 0.808
## bpldGuyana:syuzhetbyyear 0.350 0.458 0.655 0.459 0.686
## bpldHonduras:syuzhetbyyear 0.388 0.508 0.726 0.509 0.761
## bpldMexico:syuzhetbyyear 0.446 0.584 0.835 0.586 0.875
## bpldNicaragua:syuzhetbyyear 0.311 0.407 0.582 0.408 0.610
## bpldPanama:syuzhetbyyear 0.290 0.379 0.542 0.381 0.569
## bpldParaguay:syuzhetbyyear 0.156 0.204 0.292 0.205 0.306
## bpldPeru:syuzhetbyyear 0.379 0.496 0.709 0.498 0.744
## bpldUruguay:syuzhetbyyear 0.188 0.246 0.352 0.247 0.369
## bpldVenezuela:syuzhetbyyear 0.341 0.447 0.639 0.448 0.670
## bplCR: bpldCb: bplDR: bpldE: bplES:
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhetbyyear
## value
## percent_emp_x
## bpldBelize:syuzhetbyyear
## bpldBolivia:syuzhetbyyear
## bpldBrazil:syuzhetbyyear
## bpldChile:syuzhetbyyear
## bpldColumbia:syuzhetbyyear
## bpldCosta Rica:syuzhetbyyear
## bpldCuba:syuzhetbyyear 0.474
## bpldDominican Republic:syuzhetbyyear 0.510 0.769
## bpldEcuador:syuzhetbyyear 0.468 0.706 0.761
## bpldEl Salvador:syuzhetbyyear 0.530 0.799 0.860 0.789
## bpldGuatemala:syuzhetbyyear 0.513 0.774 0.833 0.764 0.866
## bpldGuyana:syuzhetbyyear 0.436 0.657 0.708 0.649 0.734
## bpldHonduras:syuzhetbyyear 0.483 0.729 0.785 0.720 0.815
## bpldMexico:syuzhetbyyear 0.556 0.838 0.902 0.828 0.938
## bpldNicaragua:syuzhetbyyear 0.387 0.584 0.629 0.577 0.654
## bpldPanama:syuzhetbyyear 0.361 0.544 0.586 0.538 0.608
## bpldParaguay:syuzhetbyyear 0.194 0.293 0.316 0.290 0.327
## bpldPeru:syuzhetbyyear 0.472 0.712 0.767 0.703 0.796
## bpldUruguay:syuzhetbyyear 0.234 0.353 0.381 0.349 0.395
## bpldVenezuela:syuzhetbyyear 0.425 0.642 0.690 0.633 0.717
## bpldGt: bpldGy: bpldH: bpldM: bpldN:
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhetbyyear
## value
## percent_emp_x
## bpldBelize:syuzhetbyyear
## bpldBolivia:syuzhetbyyear
## bpldBrazil:syuzhetbyyear
## bpldChile:syuzhetbyyear
## bpldColumbia:syuzhetbyyear
## bpldCosta Rica:syuzhetbyyear
## bpldCuba:syuzhetbyyear
## bpldDominican Republic:syuzhetbyyear
## bpldEcuador:syuzhetbyyear
## bpldEl Salvador:syuzhetbyyear
## bpldGuatemala:syuzhetbyyear
## bpldGuyana:syuzhetbyyear 0.711
## bpldHonduras:syuzhetbyyear 0.789 0.670
## bpldMexico:syuzhetbyyear 0.908 0.770 0.855
## bpldNicaragua:syuzhetbyyear 0.633 0.537 0.596 0.685
## bpldPanama:syuzhetbyyear 0.589 0.500 0.555 0.638 0.445
## bpldParaguay:syuzhetbyyear 0.317 0.269 0.299 0.344 0.239
## bpldPeru:syuzhetbyyear 0.771 0.654 0.726 0.835 0.582
## bpldUruguay:syuzhetbyyear 0.382 0.325 0.360 0.414 0.289
## bpldVenezuela:syuzhetbyyear 0.694 0.589 0.654 0.752 0.524
## bpldPn: bpldPrg: bpldPr:s bpldU:
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhetbyyear
## value
## percent_emp_x
## bpldBelize:syuzhetbyyear
## bpldBolivia:syuzhetbyyear
## bpldBrazil:syuzhetbyyear
## bpldChile:syuzhetbyyear
## bpldColumbia:syuzhetbyyear
## bpldCosta Rica:syuzhetbyyear
## bpldCuba:syuzhetbyyear
## bpldDominican Republic:syuzhetbyyear
## bpldEcuador:syuzhetbyyear
## bpldEl Salvador:syuzhetbyyear
## bpldGuatemala:syuzhetbyyear
## bpldGuyana:syuzhetbyyear
## bpldHonduras:syuzhetbyyear
## bpldMexico:syuzhetbyyear
## bpldNicaragua:syuzhetbyyear
## bpldPanama:syuzhetbyyear
## bpldParaguay:syuzhetbyyear 0.223
## bpldPeru:syuzhetbyyear 0.542 0.292
## bpldUruguay:syuzhetbyyear 0.269 0.145 0.352
## bpldVenezuela:syuzhetbyyear 0.488 0.263 0.639 0.317
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -13.9207358 -0.4099720 0.1069474 0.5624807 4.7470753
##
## Number of Observations: 326336
## Number of Groups: 226- effect of sentiment is significant
- interaction it is statistically significant for Venezuela
2.4 Log Wage Model by Birthplace (reference is Mexico)
model5.3<-lme(logwage ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear*bpld,
data = data_final_1865_1, method = "ML", na.action = "na.omit", random = ~1|NAME)
summary(model5.3)## Linear mixed-effects model fit by maximum likelihood
## Data: data_final_1865_1
## AIC BIC logLik
## 1624320 1624994 -812097
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.2883388 2.912742
##
## Fixed effects: logwage ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear * bpld
## Value Std.Error DF t-value
## (Intercept) 9.833446 0.5890371 326052 16.69410
## racecat2Black 0.155523 0.0377170 326052 4.12343
## racecat2Indigenous -0.049437 0.0539550 326052 -0.91626
## racecat2Asian 0.166618 0.0600042 326052 2.77677
## racecat2Other -0.039774 0.0112104 326052 -3.54798
## female -0.436662 0.0106118 326052 -41.14854
## maritalmarried 0.079367 0.0187058 326052 4.24289
## maritalseparated -0.117485 0.0308082 326052 -3.81343
## maritalsingle -0.040315 0.0212348 326052 -1.89856
## maritalwidowed -0.052134 0.0476454 326052 -1.09421
## age -0.014298 0.0006130 326052 -23.32695
## citizennaturalized citizen 0.075891 0.0323450 326052 2.34629
## citizennot a citizen -0.351423 0.0326345 326052 -10.76843
## yrsusa1 0.011344 0.0005787 326052 19.60251
## speakengrecode_num -0.059237 0.0043877 326052 -13.50067
## edcatHS -0.794410 0.0148544 326052 -53.47994
## edcatLess than HS -0.913445 0.0175268 326052 -52.11693
## edcatSome Col -0.559929 0.0176734 326052 -31.68207
## bpldBelize 0.280555 0.2982295 326052 0.94073
## bpldBolivia -0.252144 0.2251749 326052 -1.11977
## bpldBrazil -0.321955 0.1566713 326052 -2.05497
## bpldChile 0.291169 0.2204599 326052 1.32073
## bpldColumbia 0.060519 0.1500516 326052 0.40332
## bpldCosta Rica -0.191814 0.2354173 326052 -0.81478
## bpldCuba 0.269240 0.1568384 326052 1.71667
## bpldDominican Republic 0.084787 0.1460251 326052 0.58063
## bpldEcuador -0.108020 0.1597361 326052 -0.67624
## bpldEl Salvador 0.250750 0.1406061 326052 1.78335
## bpldGuatemala 0.072445 0.1456097 326052 0.49753
## bpldGuyana 0.281638 0.1724911 326052 1.63277
## bpldHonduras 0.106150 0.1530568 326052 0.69353
## bpldMexico 0.244733 0.1339516 326052 1.82703
## bpldNicaragua 0.062349 0.1921723 326052 0.32444
## bpldPanama 0.236552 0.1993428 326052 1.18666
## bpldParaguay -1.131272 0.3886604 326052 -2.91069
## bpldPeru -0.039885 0.1571016 326052 -0.25388
## bpldUruguay -0.407554 0.3177707 326052 -1.28254
## bpldVenezuela 0.468147 0.1765908 326052 2.65103
## syuzhetbyyear 0.428516 0.2291044 326052 1.87040
## value 0.000000 0.0000000 223 0.47846
## percent_emp_x 0.011239 0.0072636 223 1.54731
## bpldBelize:syuzhetbyyear -0.171537 0.5084413 326052 -0.33738
## bpldBolivia:syuzhetbyyear 0.117040 0.3884813 326052 0.30128
## bpldBrazil:syuzhetbyyear -0.516655 0.2716004 326052 -1.90226
## bpldChile:syuzhetbyyear -0.752164 0.3873346 326052 -1.94190
## bpldColumbia:syuzhetbyyear -0.147990 0.2591708 326052 -0.57101
## bpldCosta Rica:syuzhetbyyear 0.295696 0.4083811 326052 0.72407
## bpldCuba:syuzhetbyyear -0.385306 0.2707986 326052 -1.42285
## bpldDominican Republic:syuzhetbyyear -0.142128 0.2514188 326052 -0.56530
## bpldEcuador:syuzhetbyyear 0.029773 0.2740282 326052 0.10865
## bpldEl Salvador:syuzhetbyyear -0.398098 0.2421044 326052 -1.64432
## bpldGuatemala:syuzhetbyyear -0.711043 0.2500265 326052 -2.84387
## bpldGuyana:syuzhetbyyear -0.278375 0.2945707 326052 -0.94502
## bpldHonduras:syuzhetbyyear -0.260743 0.2655339 326052 -0.98196
## bpldMexico:syuzhetbyyear -0.368990 0.2308060 326052 -1.59870
## bpldNicaragua:syuzhetbyyear -0.106366 0.3312260 326052 -0.32113
## bpldPanama:syuzhetbyyear 0.039619 0.3554677 326052 0.11146
## bpldParaguay:syuzhetbyyear 0.714544 0.6601942 326052 1.08232
## bpldPeru:syuzhetbyyear -0.031811 0.2717902 326052 -0.11704
## bpldUruguay:syuzhetbyyear 0.542780 0.5476089 326052 0.99118
## bpldVenezuela:syuzhetbyyear -0.854038 0.3017651 326052 -2.83014
## p-value
## (Intercept) 0.0000
## racecat2Black 0.0000
## racecat2Indigenous 0.3595
## racecat2Asian 0.0055
## racecat2Other 0.0004
## female 0.0000
## maritalmarried 0.0000
## maritalseparated 0.0001
## maritalsingle 0.0576
## maritalwidowed 0.2739
## age 0.0000
## citizennaturalized citizen 0.0190
## citizennot a citizen 0.0000
## yrsusa1 0.0000
## speakengrecode_num 0.0000
## edcatHS 0.0000
## edcatLess than HS 0.0000
## edcatSome Col 0.0000
## bpldBelize 0.3468
## bpldBolivia 0.2628
## bpldBrazil 0.0399
## bpldChile 0.1866
## bpldColumbia 0.6867
## bpldCosta Rica 0.4152
## bpldCuba 0.0860
## bpldDominican Republic 0.5615
## bpldEcuador 0.4989
## bpldEl Salvador 0.0745
## bpldGuatemala 0.6188
## bpldGuyana 0.1025
## bpldHonduras 0.4880
## bpldMexico 0.0677
## bpldNicaragua 0.7456
## bpldPanama 0.2354
## bpldParaguay 0.0036
## bpldPeru 0.7996
## bpldUruguay 0.1997
## bpldVenezuela 0.0080
## syuzhetbyyear 0.0614
## value 0.6328
## percent_emp_x 0.1232
## bpldBelize:syuzhetbyyear 0.7358
## bpldBolivia:syuzhetbyyear 0.7632
## bpldBrazil:syuzhetbyyear 0.0571
## bpldChile:syuzhetbyyear 0.0522
## bpldColumbia:syuzhetbyyear 0.5680
## bpldCosta Rica:syuzhetbyyear 0.4690
## bpldCuba:syuzhetbyyear 0.1548
## bpldDominican Republic:syuzhetbyyear 0.5719
## bpldEcuador:syuzhetbyyear 0.9135
## bpldEl Salvador:syuzhetbyyear 0.1001
## bpldGuatemala:syuzhetbyyear 0.0045
## bpldGuyana:syuzhetbyyear 0.3446
## bpldHonduras:syuzhetbyyear 0.3261
## bpldMexico:syuzhetbyyear 0.1099
## bpldNicaragua:syuzhetbyyear 0.7481
## bpldPanama:syuzhetbyyear 0.9113
## bpldParaguay:syuzhetbyyear 0.2791
## bpldPeru:syuzhetbyyear 0.9068
## bpldUruguay:syuzhetbyyear 0.3216
## bpldVenezuela:syuzhetbyyear 0.0047
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female
## racecat2Black 0.004
## racecat2Indigenous 0.003 0.030
## racecat2Asian 0.001 0.202 0.021
## racecat2Other 0.011 0.159 0.087 0.100
## female -0.014 -0.003 0.003 -0.002 0.001
## maritalmarried -0.032 0.011 0.000 -0.002 0.006 0.100
## maritalseparated -0.018 0.000 0.000 0.001 -0.007 -0.018
## maritalsingle -0.034 -0.005 -0.002 -0.002 -0.007 0.072
## maritalwidowed -0.008 -0.002 0.002 -0.002 0.000 -0.037
## age -0.034 -0.009 0.002 0.004 0.019 -0.009
## citizennaturalized citizen -0.048 -0.016 -0.002 -0.013 -0.020 -0.012
## citizennot a citizen -0.052 -0.015 -0.001 -0.008 -0.028 0.011
## yrsusa1 -0.011 0.004 -0.002 0.003 0.001 0.016
## speakengrecode_num -0.011 -0.001 0.000 0.003 -0.012 0.019
## edcatHS -0.006 0.011 0.001 0.011 -0.042 0.072
## edcatLess than HS 0.000 0.013 -0.003 0.006 -0.048 0.078
## edcatSome Col -0.015 0.002 -0.002 0.009 -0.025 0.025
## bpldBelize -0.101 -0.055 -0.009 -0.015 -0.018 0.000
## bpldBolivia -0.136 0.000 -0.002 -0.001 -0.009 0.000
## bpldBrazil -0.185 -0.006 0.000 -0.004 -0.006 -0.002
## bpldChile -0.136 0.000 0.000 0.003 -0.005 0.001
## bpldColumbia -0.200 -0.004 -0.001 0.001 -0.012 -0.006
## bpldCosta Rica -0.123 -0.010 0.000 -0.001 -0.008 -0.002
## bpldCuba -0.190 -0.011 0.001 0.000 -0.005 0.000
## bpldDominican Republic -0.202 -0.028 -0.004 -0.004 -0.033 -0.006
## bpldEcuador -0.188 -0.001 -0.003 0.001 -0.017 -0.001
## bpldEl Salvador -0.219 -0.004 -0.004 0.002 -0.024 -0.002
## bpldGuatemala -0.211 -0.005 -0.006 0.000 -0.024 0.004
## bpldGuyana -0.172 -0.116 -0.005 -0.101 -0.033 -0.003
## bpldHonduras -0.199 -0.007 -0.001 0.001 -0.021 -0.001
## bpldMexico -0.236 -0.004 -0.004 0.002 -0.019 0.001
## bpldNicaragua -0.159 -0.003 -0.003 0.000 -0.016 -0.003
## bpldPanama -0.156 -0.045 -0.002 -0.016 -0.016 -0.006
## bpldParaguay -0.079 -0.002 -0.004 -0.007 -0.004 -0.001
## bpldPeru -0.192 -0.004 -0.006 -0.001 -0.019 -0.004
## bpldUruguay -0.091 0.001 0.001 0.001 0.000 0.001
## bpldVenezuela -0.168 -0.004 0.000 -0.004 -0.008 -0.001
## syuzhetbyyear -0.212 0.000 0.001 -0.003 -0.001 0.001
## value 0.002 -0.002 0.001 -0.001 -0.007 0.000
## percent_emp_x -0.970 -0.004 -0.004 -0.003 -0.011 0.002
## bpldBelize:syuzhetbyyear 0.092 -0.016 0.004 0.001 0.001 -0.003
## bpldBolivia:syuzhetbyyear 0.125 -0.001 -0.003 0.002 0.001 -0.003
## bpldBrazil:syuzhetbyyear 0.174 -0.001 -0.001 0.000 -0.001 -0.001
## bpldChile:syuzhetbyyear 0.123 0.000 -0.001 0.000 -0.001 -0.001
## bpldColumbia:syuzhetbyyear 0.186 0.000 -0.001 0.004 0.001 0.000
## bpldCosta Rica:syuzhetbyyear 0.114 0.002 -0.001 0.002 0.000 0.001
## bpldCuba:syuzhetbyyear 0.177 0.001 -0.001 0.003 -0.001 0.000
## bpldDominican Republic:syuzhetbyyear 0.190 -0.006 0.000 0.002 0.001 -0.002
## bpldEcuador:syuzhetbyyear 0.176 -0.002 -0.001 0.002 -0.001 -0.001
## bpldEl Salvador:syuzhetbyyear 0.200 0.000 -0.001 0.003 0.000 -0.002
## bpldGuatemala:syuzhetbyyear 0.193 0.000 -0.003 0.002 0.000 -0.002
## bpldGuyana:syuzhetbyyear 0.163 0.010 -0.002 -0.009 0.001 -0.001
## bpldHonduras:syuzhetbyyear 0.181 -0.003 -0.003 0.002 0.000 -0.002
## bpldMexico:syuzhetbyyear 0.212 0.000 -0.001 0.003 0.000 -0.002
## bpldNicaragua:syuzhetbyyear 0.146 -0.003 0.000 0.002 -0.001 0.001
## bpldPanama:syuzhetbyyear 0.138 -0.005 -0.001 0.002 -0.001 0.000
## bpldParaguay:syuzhetbyyear 0.075 0.001 0.002 0.004 0.000 -0.001
## bpldPeru:syuzhetbyyear 0.177 0.000 0.000 0.001 0.000 0.000
## bpldUruguay:syuzhetbyyear 0.085 0.000 -0.001 0.002 0.000 -0.002
## bpldVenezuela:syuzhetbyyear 0.156 -0.002 -0.002 0.003 -0.002 -0.002
## mrtlmr mrtlsp mrtlsn mrtlwd age ctznnc
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated 0.523
## maritalsingle 0.788 0.473
## maritalwidowed 0.330 0.205 0.280
## age 0.051 0.017 0.245 -0.046
## citizennaturalized citizen -0.004 0.006 0.030 0.003 -0.084
## citizennot a citizen -0.007 -0.006 0.011 -0.002 -0.079 0.928
## yrsusa1 0.021 0.017 -0.002 0.008 -0.502 0.043
## speakengrecode_num -0.004 0.000 0.020 0.008 -0.085 -0.059
## edcatHS 0.004 -0.022 -0.004 -0.012 -0.023 -0.017
## edcatLess than HS -0.014 -0.030 -0.026 -0.025 -0.153 -0.007
## edcatSome Col 0.021 -0.005 0.004 -0.003 0.053 -0.017
## bpldBelize 0.005 0.000 0.003 0.000 0.001 -0.002
## bpldBolivia 0.006 0.001 0.002 0.001 0.001 -0.001
## bpldBrazil 0.004 0.002 0.005 0.001 0.002 0.002
## bpldChile 0.001 -0.002 -0.001 -0.001 -0.002 0.001
## bpldColumbia 0.005 0.000 0.002 -0.001 0.000 -0.003
## bpldCosta Rica 0.005 0.000 0.004 0.002 0.003 0.007
## bpldCuba 0.005 -0.001 0.001 0.000 0.000 -0.003
## bpldDominican Republic 0.008 -0.004 0.003 -0.001 0.005 -0.003
## bpldEcuador 0.004 -0.001 0.001 0.000 0.006 -0.003
## bpldEl Salvador 0.002 -0.003 -0.003 -0.003 0.013 -0.006
## bpldGuatemala 0.002 -0.003 -0.002 -0.003 0.018 -0.004
## bpldGuyana 0.000 -0.002 -0.002 -0.003 -0.006 -0.005
## bpldHonduras 0.003 -0.003 -0.004 -0.001 0.015 -0.006
## bpldMexico 0.000 -0.004 -0.002 -0.003 0.019 -0.004
## bpldNicaragua 0.002 -0.002 -0.001 -0.001 0.007 -0.005
## bpldPanama 0.003 0.001 0.001 0.001 0.003 0.049
## bpldParaguay 0.001 0.000 0.000 -0.003 0.005 0.003
## bpldPeru 0.004 -0.001 0.000 -0.001 -0.003 -0.001
## bpldUruguay 0.001 -0.001 0.002 0.000 -0.003 -0.002
## bpldVenezuela 0.002 -0.001 0.003 -0.001 0.003 0.005
## syuzhetbyyear 0.004 0.001 0.001 0.000 -0.001 -0.003
## value 0.000 -0.002 -0.005 0.000 -0.003 -0.005
## percent_emp_x 0.000 0.001 -0.004 0.000 0.004 0.003
## bpldBelize:syuzhetbyyear -0.003 -0.001 -0.003 0.000 -0.002 0.004
## bpldBolivia:syuzhetbyyear -0.006 -0.002 -0.002 -0.002 0.001 0.002
## bpldBrazil:syuzhetbyyear -0.004 -0.001 -0.002 -0.001 0.000 0.003
## bpldChile:syuzhetbyyear -0.001 0.001 0.000 0.000 0.003 0.002
## bpldColumbia:syuzhetbyyear -0.004 -0.001 -0.002 0.000 0.000 0.002
## bpldCosta Rica:syuzhetbyyear -0.004 0.000 -0.002 -0.002 0.001 0.000
## bpldCuba:syuzhetbyyear -0.003 0.000 -0.003 0.000 -0.002 0.003
## bpldDominican Republic:syuzhetbyyear -0.004 0.000 -0.001 0.001 0.001 0.004
## bpldEcuador:syuzhetbyyear -0.003 -0.001 -0.001 0.000 0.000 0.003
## bpldEl Salvador:syuzhetbyyear -0.003 0.000 -0.002 0.001 -0.001 0.004
## bpldGuatemala:syuzhetbyyear -0.004 -0.001 -0.003 0.000 -0.002 0.004
## bpldGuyana:syuzhetbyyear -0.002 0.001 -0.001 0.000 0.000 0.003
## bpldHonduras:syuzhetbyyear -0.003 0.001 -0.001 -0.001 -0.002 0.005
## bpldMexico:syuzhetbyyear -0.003 0.000 -0.002 0.000 -0.001 0.004
## bpldNicaragua:syuzhetbyyear -0.001 0.000 0.001 0.000 -0.002 0.003
## bpldPanama:syuzhetbyyear -0.002 -0.001 -0.002 -0.002 -0.001 -0.005
## bpldParaguay:syuzhetbyyear 0.000 0.001 0.000 0.002 -0.001 -0.001
## bpldPeru:syuzhetbyyear -0.002 0.001 0.000 0.000 0.000 0.001
## bpldUruguay:syuzhetbyyear 0.001 0.002 0.000 0.000 0.002 0.003
## bpldVenezuela:syuzhetbyyear -0.003 0.001 -0.003 0.001 -0.002 0.001
## ctznac yrsus1 spkng_ edctHS edLtHS edctSC
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1 0.170
## speakengrecode_num -0.062 0.066
## edcatHS -0.071 -0.003 -0.095
## edcatLess than HS -0.085 0.026 -0.052 0.649
## edcatSome Col -0.033 -0.049 -0.033 0.546 0.471
## bpldBelize -0.001 0.000 0.012 -0.005 -0.006 -0.002
## bpldBolivia 0.000 0.003 -0.003 -0.006 -0.004 -0.009
## bpldBrazil 0.002 0.012 -0.003 -0.002 -0.002 0.000
## bpldChile 0.001 0.002 0.000 -0.002 0.000 -0.002
## bpldColumbia 0.001 0.010 -0.005 -0.003 -0.004 -0.002
## bpldCosta Rica 0.008 0.003 -0.002 -0.006 -0.005 -0.004
## bpldCuba -0.002 0.002 -0.003 -0.011 -0.007 -0.004
## bpldDominican Republic 0.002 0.009 -0.005 -0.020 -0.019 -0.015
## bpldEcuador -0.001 0.005 -0.008 -0.014 -0.016 -0.011
## bpldEl Salvador -0.006 -0.001 -0.009 -0.034 -0.039 -0.017
## bpldGuatemala -0.005 0.001 -0.009 -0.028 -0.040 -0.014
## bpldGuyana 0.002 0.011 0.029 -0.017 -0.013 -0.007
## bpldHonduras -0.007 0.003 -0.007 -0.027 -0.037 -0.013
## bpldMexico -0.007 -0.008 -0.011 -0.035 -0.040 -0.016
## bpldNicaragua -0.003 -0.003 -0.004 -0.014 -0.014 -0.010
## bpldPanama 0.048 -0.012 0.004 -0.008 -0.007 -0.007
## bpldParaguay 0.004 -0.001 0.001 -0.001 -0.002 -0.001
## bpldPeru 0.003 0.011 -0.005 -0.006 -0.004 -0.008
## bpldUruguay -0.003 0.001 0.001 -0.007 -0.004 -0.007
## bpldVenezuela 0.007 0.009 -0.001 0.009 0.005 0.007
## syuzhetbyyear -0.002 0.003 0.001 0.004 0.003 0.004
## value -0.005 -0.002 -0.004 -0.001 0.001 0.000
## percent_emp_x 0.005 0.005 -0.006 0.001 0.002 0.005
## bpldBelize:syuzhetbyyear 0.002 -0.002 0.000 -0.004 -0.001 -0.005
## bpldBolivia:syuzhetbyyear 0.002 -0.002 0.000 -0.001 -0.002 0.000
## bpldBrazil:syuzhetbyyear 0.003 -0.001 0.001 0.000 0.000 0.000
## bpldChile:syuzhetbyyear 0.002 -0.003 0.000 0.001 0.001 0.001
## bpldColumbia:syuzhetbyyear 0.001 -0.005 -0.002 -0.002 -0.002 -0.003
## bpldCosta Rica:syuzhetbyyear -0.002 -0.005 0.001 -0.004 -0.003 -0.003
## bpldCuba:syuzhetbyyear 0.003 -0.001 -0.002 -0.003 -0.002 -0.003
## bpldDominican Republic:syuzhetbyyear 0.003 -0.003 -0.002 -0.001 -0.001 -0.001
## bpldEcuador:syuzhetbyyear 0.002 -0.005 0.000 -0.003 -0.001 -0.002
## bpldEl Salvador:syuzhetbyyear 0.003 -0.004 -0.001 -0.002 0.001 -0.002
## bpldGuatemala:syuzhetbyyear 0.003 -0.004 0.000 -0.003 0.000 -0.003
## bpldGuyana:syuzhetbyyear 0.002 -0.004 -0.001 -0.004 -0.003 -0.004
## bpldHonduras:syuzhetbyyear 0.005 -0.003 0.000 -0.002 0.001 -0.003
## bpldMexico:syuzhetbyyear 0.003 -0.006 0.000 -0.002 0.000 -0.003
## bpldNicaragua:syuzhetbyyear 0.002 -0.002 -0.002 -0.002 -0.002 -0.002
## bpldPanama:syuzhetbyyear -0.005 -0.002 -0.001 0.003 0.002 0.001
## bpldParaguay:syuzhetbyyear -0.001 0.001 -0.001 -0.003 -0.001 -0.002
## bpldPeru:syuzhetbyyear 0.000 -0.003 -0.002 -0.002 -0.001 -0.002
## bpldUruguay:syuzhetbyyear 0.003 -0.001 -0.002 0.001 -0.001 0.002
## bpldVenezuela:syuzhetbyyear -0.001 0.003 -0.003 0.001 0.002 0.000
## bpldBlz bpldBlv bpldBr bpldCh bpldCl
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia 0.261
## bpldBrazil 0.375 0.497
## bpldChile 0.267 0.353 0.508
## bpldColumbia 0.392 0.519 0.747 0.530
## bpldCosta Rica 0.250 0.331 0.476 0.338 0.497
## bpldCuba 0.376 0.496 0.713 0.507 0.746
## bpldDominican Republic 0.404 0.534 0.769 0.545 0.803
## bpldEcuador 0.369 0.488 0.701 0.498 0.733
## bpldEl Salvador 0.419 0.557 0.796 0.566 0.832
## bpldGuatemala 0.405 0.536 0.769 0.546 0.803
## bpldGuyana 0.348 0.452 0.649 0.461 0.679
## bpldHonduras 0.385 0.510 0.731 0.520 0.765
## bpldMexico 0.440 0.581 0.835 0.594 0.873
## bpldNicaragua 0.307 0.406 0.582 0.414 0.609
## bpldPanama 0.298 0.391 0.561 0.399 0.586
## bpldParaguay 0.152 0.201 0.288 0.205 0.301
## bpldPeru 0.375 0.497 0.712 0.507 0.745
## bpldUruguay 0.185 0.245 0.352 0.250 0.368
## bpldVenezuela 0.333 0.441 0.634 0.450 0.662
## syuzhetbyyear 0.408 0.541 0.776 0.551 0.811
## value 0.001 -0.002 -0.001 0.000 0.000
## percent_emp_x 0.000 0.004 -0.005 0.001 0.001
## bpldBelize:syuzhetbyyear -0.927 -0.243 -0.349 -0.248 -0.365
## bpldBolivia:syuzhetbyyear -0.241 -0.916 -0.458 -0.325 -0.478
## bpldBrazil:syuzhetbyyear -0.344 -0.455 -0.919 -0.465 -0.684
## bpldChile:syuzhetbyyear -0.241 -0.319 -0.459 -0.916 -0.479
## bpldColumbia:syuzhetbyyear -0.361 -0.478 -0.686 -0.488 -0.920
## bpldCosta Rica:syuzhetbyyear -0.229 -0.303 -0.436 -0.310 -0.455
## bpldCuba:syuzhetbyyear -0.345 -0.457 -0.656 -0.467 -0.686
## bpldDominican Republic:syuzhetbyyear -0.371 -0.492 -0.708 -0.503 -0.739
## bpldEcuador:syuzhetbyyear -0.341 -0.452 -0.649 -0.461 -0.678
## bpldEl Salvador:syuzhetbyyear -0.386 -0.512 -0.734 -0.522 -0.767
## bpldGuatemala:syuzhetbyyear -0.374 -0.495 -0.711 -0.505 -0.743
## bpldGuyana:syuzhetbyyear -0.318 -0.421 -0.604 -0.429 -0.631
## bpldHonduras:syuzhetbyyear -0.352 -0.466 -0.669 -0.476 -0.700
## bpldMexico:syuzhetbyyear -0.405 -0.536 -0.770 -0.548 -0.805
## bpldNicaragua:syuzhetbyyear -0.282 -0.374 -0.537 -0.382 -0.561
## bpldPanama:syuzhetbyyear -0.263 -0.348 -0.500 -0.356 -0.522
## bpldParaguay:syuzhetbyyear -0.142 -0.187 -0.269 -0.192 -0.281
## bpldPeru:syuzhetbyyear -0.344 -0.455 -0.654 -0.465 -0.683
## bpldUruguay:syuzhetbyyear -0.171 -0.226 -0.325 -0.231 -0.339
## bpldVenezuela:syuzhetbyyear -0.310 -0.410 -0.589 -0.419 -0.615
## bpldCR bpldCb bpldDR bpldEc bpldES bpldGt
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba 0.475
## bpldDominican Republic 0.511 0.766
## bpldEcuador 0.467 0.700 0.756
## bpldEl Salvador 0.530 0.796 0.856 0.782
## bpldGuatemala 0.512 0.769 0.827 0.756 0.861
## bpldGuyana 0.433 0.650 0.702 0.639 0.724 0.699
## bpldHonduras 0.487 0.732 0.786 0.719 0.819 0.791
## bpldMexico 0.556 0.836 0.897 0.821 0.935 0.903
## bpldNicaragua 0.388 0.583 0.626 0.572 0.651 0.629
## bpldPanama 0.375 0.562 0.603 0.551 0.626 0.604
## bpldParaguay 0.192 0.288 0.309 0.283 0.321 0.310
## bpldPeru 0.474 0.712 0.766 0.700 0.795 0.768
## bpldUruguay 0.235 0.352 0.379 0.346 0.393 0.379
## bpldVenezuela 0.422 0.634 0.680 0.622 0.706 0.682
## syuzhetbyyear 0.516 0.776 0.834 0.762 0.866 0.836
## value 0.001 0.000 -0.001 -0.002 -0.002 0.000
## percent_emp_x -0.004 0.000 -0.002 0.002 0.008 0.006
## bpldBelize:syuzhetbyyear -0.233 -0.349 -0.375 -0.343 -0.390 -0.376
## bpldBolivia:syuzhetbyyear -0.305 -0.457 -0.492 -0.449 -0.511 -0.493
## bpldBrazil:syuzhetbyyear -0.436 -0.654 -0.703 -0.642 -0.730 -0.704
## bpldChile:syuzhetbyyear -0.306 -0.459 -0.492 -0.450 -0.512 -0.494
## bpldColumbia:syuzhetbyyear -0.457 -0.686 -0.737 -0.673 -0.765 -0.739
## bpldCosta Rica:syuzhetbyyear -0.923 -0.435 -0.467 -0.427 -0.485 -0.468
## bpldCuba:syuzhetbyyear -0.437 -0.918 -0.705 -0.644 -0.732 -0.707
## bpldDominican Republic:syuzhetbyyear -0.471 -0.706 -0.919 -0.694 -0.789 -0.762
## bpldEcuador:syuzhetbyyear -0.432 -0.648 -0.697 -0.923 -0.724 -0.699
## bpldEl Salvador:syuzhetbyyear -0.489 -0.734 -0.788 -0.721 -0.918 -0.791
## bpldGuatemala:syuzhetbyyear -0.473 -0.710 -0.764 -0.698 -0.793 -0.918
## bpldGuyana:syuzhetbyyear -0.402 -0.603 -0.648 -0.592 -0.673 -0.650
## bpldHonduras:syuzhetbyyear -0.446 -0.669 -0.719 -0.657 -0.747 -0.721
## bpldMexico:syuzhetbyyear -0.513 -0.770 -0.827 -0.756 -0.859 -0.830
## bpldNicaragua:syuzhetbyyear -0.357 -0.536 -0.576 -0.527 -0.599 -0.578
## bpldPanama:syuzhetbyyear -0.333 -0.500 -0.536 -0.491 -0.558 -0.539
## bpldParaguay:syuzhetbyyear -0.179 -0.269 -0.288 -0.264 -0.300 -0.290
## bpldPeru:syuzhetbyyear -0.435 -0.654 -0.702 -0.642 -0.729 -0.704
## bpldUruguay:syuzhetbyyear -0.216 -0.324 -0.348 -0.318 -0.362 -0.349
## bpldVenezuela:syuzhetbyyear -0.392 -0.588 -0.632 -0.578 -0.657 -0.634
## bpldGy bpldHn bpldMx bpldNc bpldPn bpldPrg
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras 0.665
## bpldMexico 0.758 0.859
## bpldNicaragua 0.530 0.598 0.683
## bpldPanama 0.516 0.575 0.657 0.458
## bpldParaguay 0.262 0.295 0.337 0.235 0.227
## bpldPeru 0.648 0.730 0.834 0.582 0.560 0.287
## bpldUruguay 0.320 0.361 0.412 0.287 0.277 0.142
## bpldVenezuela 0.576 0.649 0.741 0.517 0.499 0.256
## syuzhetbyyear 0.707 0.795 0.908 0.633 0.610 0.313
## value -0.001 0.001 0.001 0.000 0.003 0.000
## percent_emp_x 0.000 0.005 0.014 0.005 0.004 0.002
## bpldBelize:syuzhetbyyear -0.317 -0.358 -0.409 -0.285 -0.274 -0.141
## bpldBolivia:syuzhetbyyear -0.416 -0.469 -0.536 -0.373 -0.359 -0.184
## bpldBrazil:syuzhetbyyear -0.594 -0.670 -0.766 -0.534 -0.514 -0.264
## bpldChile:syuzhetbyyear -0.417 -0.470 -0.537 -0.374 -0.361 -0.185
## bpldColumbia:syuzhetbyyear -0.623 -0.703 -0.803 -0.560 -0.539 -0.277
## bpldCosta Rica:syuzhetbyyear -0.396 -0.446 -0.509 -0.355 -0.342 -0.175
## bpldCuba:syuzhetbyyear -0.597 -0.673 -0.768 -0.536 -0.516 -0.265
## bpldDominican Republic:syuzhetbyyear -0.642 -0.724 -0.827 -0.577 -0.555 -0.285
## bpldEcuador:syuzhetbyyear -0.590 -0.665 -0.759 -0.529 -0.510 -0.262
## bpldEl Salvador:syuzhetbyyear -0.668 -0.753 -0.859 -0.599 -0.577 -0.296
## bpldGuatemala:syuzhetbyyear -0.647 -0.729 -0.832 -0.580 -0.559 -0.287
## bpldGuyana:syuzhetbyyear -0.916 -0.618 -0.706 -0.493 -0.475 -0.243
## bpldHonduras:syuzhetbyyear -0.608 -0.917 -0.784 -0.547 -0.526 -0.270
## bpldMexico:syuzhetbyyear -0.700 -0.789 -0.917 -0.628 -0.605 -0.311
## bpldNicaragua:syuzhetbyyear -0.488 -0.550 -0.628 -0.919 -0.422 -0.216
## bpldPanama:syuzhetbyyear -0.454 -0.512 -0.586 -0.408 -0.912 -0.202
## bpldParaguay:syuzhetbyyear -0.245 -0.276 -0.315 -0.219 -0.212 -0.916
## bpldPeru:syuzhetbyyear -0.594 -0.670 -0.766 -0.533 -0.514 -0.264
## bpldUruguay:syuzhetbyyear -0.295 -0.332 -0.380 -0.265 -0.255 -0.131
## bpldVenezuela:syuzhetbyyear -0.536 -0.603 -0.689 -0.480 -0.463 -0.238
## bpldPer bpldUr bpldVn syzhtb value prcn__
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay 0.351
## bpldVenezuela 0.632 0.313
## syuzhetbyyear 0.774 0.383 0.689
## value -0.001 0.001 0.001 -0.001
## percent_emp_x 0.003 -0.002 -0.002 0.005 -0.025
## bpldBelize:syuzhetbyyear -0.349 -0.173 -0.310 -0.450 -0.001 0.001
## bpldBolivia:syuzhetbyyear -0.457 -0.226 -0.406 -0.589 0.001 -0.004
## bpldBrazil:syuzhetbyyear -0.653 -0.323 -0.581 -0.841 0.001 0.000
## bpldChile:syuzhetbyyear -0.458 -0.226 -0.407 -0.590 0.000 -0.001
## bpldColumbia:syuzhetbyyear -0.684 -0.338 -0.609 -0.882 0.000 -0.003
## bpldCosta Rica:syuzhetbyyear -0.434 -0.215 -0.387 -0.560 0.000 0.002
## bpldCuba:syuzhetbyyear -0.655 -0.324 -0.583 -0.845 0.001 -0.002
## bpldDominican Republic:syuzhetbyyear -0.706 -0.349 -0.628 -0.910 -0.001 -0.001
## bpldEcuador:syuzhetbyyear -0.647 -0.320 -0.576 -0.835 0.001 -0.004
## bpldEl Salvador:syuzhetbyyear -0.733 -0.362 -0.652 -0.945 0.001 -0.004
## bpldGuatemala:syuzhetbyyear -0.709 -0.351 -0.631 -0.915 0.000 -0.004
## bpldGuyana:syuzhetbyyear -0.602 -0.298 -0.536 -0.777 -0.001 -0.002
## bpldHonduras:syuzhetbyyear -0.668 -0.330 -0.594 -0.861 0.000 -0.003
## bpldMexico:syuzhetbyyear -0.769 -0.380 -0.684 -0.991 0.001 -0.007
## bpldNicaragua:syuzhetbyyear -0.536 -0.265 -0.476 -0.691 0.000 -0.003
## bpldPanama:syuzhetbyyear -0.499 -0.247 -0.444 -0.643 -0.001 -0.004
## bpldParaguay:syuzhetbyyear -0.268 -0.133 -0.239 -0.346 0.000 -0.003
## bpldPeru:syuzhetbyyear -0.920 -0.323 -0.580 -0.841 0.001 -0.003
## bpldUruguay:syuzhetbyyear -0.324 -0.932 -0.288 -0.418 -0.001 0.001
## bpldVenezuela:syuzhetbyyear -0.588 -0.291 -0.919 -0.758 -0.001 0.001
## bpldBlz: bpldBlv: bpldBr: bpldCh: bpldCl:
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhetbyyear
## value
## percent_emp_x
## bpldBelize:syuzhetbyyear
## bpldBolivia:syuzhetbyyear 0.265
## bpldBrazil:syuzhetbyyear 0.379 0.496
## bpldChile:syuzhetbyyear 0.266 0.348 0.498
## bpldColumbia:syuzhetbyyear 0.397 0.520 0.744 0.522
## bpldCosta Rica:syuzhetbyyear 0.252 0.330 0.472 0.331 0.495
## bpldCuba:syuzhetbyyear 0.380 0.498 0.712 0.499 0.747
## bpldDominican Republic:syuzhetbyyear 0.410 0.537 0.767 0.538 0.805
## bpldEcuador:syuzhetbyyear 0.376 0.492 0.704 0.493 0.738
## bpldEl Salvador:syuzhetbyyear 0.426 0.557 0.796 0.558 0.835
## bpldGuatemala:syuzhetbyyear 0.412 0.539 0.771 0.541 0.808
## bpldGuyana:syuzhetbyyear 0.350 0.458 0.655 0.459 0.686
## bpldHonduras:syuzhetbyyear 0.388 0.508 0.726 0.509 0.761
## bpldMexico:syuzhetbyyear 0.446 0.584 0.835 0.586 0.875
## bpldNicaragua:syuzhetbyyear 0.311 0.407 0.582 0.408 0.610
## bpldPanama:syuzhetbyyear 0.290 0.379 0.542 0.381 0.569
## bpldParaguay:syuzhetbyyear 0.156 0.204 0.292 0.205 0.306
## bpldPeru:syuzhetbyyear 0.379 0.496 0.709 0.498 0.744
## bpldUruguay:syuzhetbyyear 0.188 0.246 0.352 0.247 0.369
## bpldVenezuela:syuzhetbyyear 0.341 0.447 0.639 0.448 0.670
## bplCR: bpldCb: bplDR: bpldE: bplES:
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhetbyyear
## value
## percent_emp_x
## bpldBelize:syuzhetbyyear
## bpldBolivia:syuzhetbyyear
## bpldBrazil:syuzhetbyyear
## bpldChile:syuzhetbyyear
## bpldColumbia:syuzhetbyyear
## bpldCosta Rica:syuzhetbyyear
## bpldCuba:syuzhetbyyear 0.474
## bpldDominican Republic:syuzhetbyyear 0.510 0.769
## bpldEcuador:syuzhetbyyear 0.468 0.706 0.761
## bpldEl Salvador:syuzhetbyyear 0.530 0.799 0.860 0.789
## bpldGuatemala:syuzhetbyyear 0.513 0.774 0.833 0.764 0.866
## bpldGuyana:syuzhetbyyear 0.436 0.657 0.708 0.649 0.735
## bpldHonduras:syuzhetbyyear 0.483 0.729 0.785 0.720 0.815
## bpldMexico:syuzhetbyyear 0.556 0.838 0.902 0.828 0.938
## bpldNicaragua:syuzhetbyyear 0.387 0.584 0.629 0.577 0.654
## bpldPanama:syuzhetbyyear 0.361 0.544 0.586 0.538 0.608
## bpldParaguay:syuzhetbyyear 0.194 0.293 0.316 0.290 0.327
## bpldPeru:syuzhetbyyear 0.472 0.712 0.767 0.703 0.796
## bpldUruguay:syuzhetbyyear 0.234 0.353 0.381 0.349 0.395
## bpldVenezuela:syuzhetbyyear 0.425 0.642 0.691 0.633 0.717
## bpldGt: bpldGy: bpldH: bpldM: bpldN:
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhetbyyear
## value
## percent_emp_x
## bpldBelize:syuzhetbyyear
## bpldBolivia:syuzhetbyyear
## bpldBrazil:syuzhetbyyear
## bpldChile:syuzhetbyyear
## bpldColumbia:syuzhetbyyear
## bpldCosta Rica:syuzhetbyyear
## bpldCuba:syuzhetbyyear
## bpldDominican Republic:syuzhetbyyear
## bpldEcuador:syuzhetbyyear
## bpldEl Salvador:syuzhetbyyear
## bpldGuatemala:syuzhetbyyear
## bpldGuyana:syuzhetbyyear 0.711
## bpldHonduras:syuzhetbyyear 0.789 0.670
## bpldMexico:syuzhetbyyear 0.908 0.770 0.855
## bpldNicaragua:syuzhetbyyear 0.633 0.537 0.596 0.685
## bpldPanama:syuzhetbyyear 0.589 0.500 0.555 0.638 0.445
## bpldParaguay:syuzhetbyyear 0.317 0.269 0.299 0.344 0.239
## bpldPeru:syuzhetbyyear 0.771 0.654 0.726 0.835 0.582
## bpldUruguay:syuzhetbyyear 0.382 0.325 0.360 0.414 0.289
## bpldVenezuela:syuzhetbyyear 0.694 0.589 0.654 0.752 0.524
## bpldPn: bpldPrg: bpldPr:s bpldU:
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhetbyyear
## value
## percent_emp_x
## bpldBelize:syuzhetbyyear
## bpldBolivia:syuzhetbyyear
## bpldBrazil:syuzhetbyyear
## bpldChile:syuzhetbyyear
## bpldColumbia:syuzhetbyyear
## bpldCosta Rica:syuzhetbyyear
## bpldCuba:syuzhetbyyear
## bpldDominican Republic:syuzhetbyyear
## bpldEcuador:syuzhetbyyear
## bpldEl Salvador:syuzhetbyyear
## bpldGuatemala:syuzhetbyyear
## bpldGuyana:syuzhetbyyear
## bpldHonduras:syuzhetbyyear
## bpldMexico:syuzhetbyyear
## bpldNicaragua:syuzhetbyyear
## bpldPanama:syuzhetbyyear
## bpldParaguay:syuzhetbyyear 0.223
## bpldPeru:syuzhetbyyear 0.542 0.292
## bpldUruguay:syuzhetbyyear 0.269 0.145 0.352
## bpldVenezuela:syuzhetbyyear 0.488 0.263 0.639 0.317
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -3.91286430 0.07476138 0.29411161 0.46029659 1.66423015
##
## Number of Observations: 326336
## Number of Groups: 226- sentiment is not significant
- interaction is significant for Venezuela and guatemala, and marginally significant for Brazil and Chile
2.5 Log Income Model by Gender (reference is male)
model5.3<-lme(logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear*female,
data = data_final_1865_1, method = "ML", na.action = "na.omit", random = ~1|NAME)
summary(model5.3)## Linear mixed-effects model fit by maximum likelihood
## Data: data_final_1865_1
## AIC BIC logLik
## 798945.3 799415.9 -399428.7
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.09640061 0.8223986
##
## Fixed effects: logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear * female
## Value Std.Error DF t-value p-value
## (Intercept) 10.488301 0.18501290 326071 56.68957 0.0000
## racecat2Black -0.005323 0.01064481 326071 -0.50004 0.6170
## racecat2Indigenous -0.076167 0.01523370 326071 -4.99990 0.0000
## racecat2Asian 0.024415 0.01693848 326071 1.44138 0.1495
## racecat2Other -0.043074 0.00316593 326071 -13.60551 0.0000
## female -0.511530 0.00739394 326071 -69.18232 0.0000
## maritalmarried -0.003462 0.00528127 326071 -0.65557 0.5121
## maritalseparated -0.084650 0.00869835 326071 -9.73171 0.0000
## maritalsingle -0.183716 0.00599539 326071 -30.64286 0.0000
## maritalwidowed -0.079678 0.01345195 326071 -5.92317 0.0000
## age 0.004222 0.00017306 326071 24.39335 0.0000
## citizennaturalized citizen 0.101433 0.00913191 326071 11.10754 0.0000
## citizennot a citizen -0.080755 0.00921370 326071 -8.76471 0.0000
## yrsusa1 0.009425 0.00016338 326071 57.68910 0.0000
## speakengrecode_num -0.015344 0.00123884 326071 -12.38550 0.0000
## edcatHS -0.472858 0.00419411 326071 -112.74320 0.0000
## edcatLess than HS -0.583996 0.00494884 326071 -118.00664 0.0000
## edcatSome Col -0.371171 0.00498989 326071 -74.38448 0.0000
## bpldBelize -0.123752 0.03153981 326071 -3.92367 0.0001
## bpldBolivia -0.287742 0.02554633 326071 -11.26352 0.0000
## bpldBrazil -0.064462 0.01747023 326071 -3.68980 0.0002
## bpldChile -0.209295 0.02496283 326071 -8.38426 0.0000
## bpldColumbia -0.228012 0.01660309 326071 -13.73308 0.0000
## bpldCosta Rica -0.190477 0.02565304 326071 -7.42513 0.0000
## bpldCuba -0.235089 0.01759397 326071 -13.36190 0.0000
## bpldDominican Republic -0.310214 0.01626459 326071 -19.07296 0.0000
## bpldEcuador -0.244781 0.01738159 326071 -14.08276 0.0000
## bpldEl Salvador -0.236489 0.01575706 326071 -15.00844 0.0000
## bpldGuatemala -0.272674 0.01631323 326071 -16.71487 0.0000
## bpldGuyana -0.134649 0.01957924 326071 -6.87711 0.0000
## bpldHonduras -0.239310 0.01722769 326071 -13.89100 0.0000
## bpldMexico -0.250147 0.01512079 326071 -16.54324 0.0000
## bpldNicaragua -0.212325 0.02135295 326071 -9.94360 0.0000
## bpldPanama -0.142322 0.02302110 326071 -6.18225 0.0000
## bpldParaguay -0.235293 0.04406714 326071 -5.33942 0.0000
## bpldPeru -0.248698 0.01740183 326071 -14.29150 0.0000
## bpldUruguay -0.098725 0.03248259 326071 -3.03933 0.0024
## bpldVenezuela -0.187341 0.01962905 326071 -9.54408 0.0000
## syuzhetbyyear 0.096404 0.00868185 326071 11.10406 0.0000
## value 0.000000 0.00000000 223 3.15743 0.0018
## percent_emp_x 0.002688 0.00233480 223 1.15138 0.2508
## female:syuzhetbyyear 0.064220 0.01272946 326071 5.04499 0.0000
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female mrtlmr
## racecat2Black 0.004
## racecat2Indigenous 0.003 0.031
## racecat2Asian 0.001 0.202 0.021
## racecat2Other 0.009 0.159 0.087 0.100
## female -0.018 0.000 0.003 0.000 0.000
## maritalmarried -0.028 0.011 0.000 -0.002 0.006 0.040
## maritalseparated -0.016 0.000 0.000 0.001 -0.007 -0.011 0.523
## maritalsingle -0.030 -0.005 -0.002 -0.002 -0.007 0.029 0.788
## maritalwidowed -0.007 -0.002 0.002 -0.002 0.000 -0.016 0.331
## age -0.031 -0.009 0.002 0.004 0.019 -0.006 0.051
## citizennaturalized citizen -0.044 -0.016 -0.002 -0.013 -0.020 -0.004 -0.004
## citizennot a citizen -0.047 -0.015 -0.001 -0.008 -0.028 0.005 -0.007
## yrsusa1 -0.009 0.004 -0.002 0.003 0.001 0.005 0.021
## speakengrecode_num -0.010 -0.001 0.000 0.003 -0.012 0.007 -0.004
## edcatHS -0.005 0.011 0.001 0.011 -0.042 0.027 0.004
## edcatLess than HS -0.001 0.013 -0.003 0.006 -0.048 0.031 -0.014
## edcatSome Col -0.013 0.003 -0.002 0.009 -0.025 0.006 0.021
## bpldBelize -0.041 -0.185 -0.015 -0.036 -0.045 -0.001 0.005
## bpldBolivia -0.048 -0.001 -0.012 0.003 -0.020 0.000 0.002
## bpldBrazil -0.056 -0.016 -0.001 -0.011 -0.018 -0.003 0.003
## bpldChile -0.047 0.000 -0.002 0.007 -0.013 0.000 0.001
## bpldColumbia -0.067 -0.009 -0.004 0.013 -0.028 -0.007 0.005
## bpldCosta Rica -0.042 -0.023 -0.002 0.002 -0.020 -0.003 0.004
## bpldCuba -0.062 -0.026 0.000 0.007 -0.014 -0.001 0.005
## bpldDominican Republic -0.064 -0.086 -0.010 -0.006 -0.081 -0.007 0.010
## bpldEcuador -0.063 -0.008 -0.010 0.009 -0.049 -0.003 0.002
## bpldEl Salvador -0.082 -0.010 -0.011 0.010 -0.060 -0.002 -0.003
## bpldGuatemala -0.077 -0.013 -0.022 0.006 -0.060 0.003 -0.004
## bpldGuyana -0.054 -0.264 -0.017 -0.272 -0.079 -0.004 -0.006
## bpldHonduras -0.072 -0.024 -0.011 0.007 -0.052 -0.002 0.001
## bpldMexico -0.095 -0.010 -0.013 0.013 -0.049 0.001 -0.007
## bpldNicaragua -0.058 -0.015 -0.008 0.005 -0.044 -0.003 0.003
## bpldPanama -0.056 -0.120 -0.006 -0.034 -0.042 -0.008 0.002
## bpldParaguay -0.024 -0.002 -0.006 -0.007 -0.009 -0.002 0.001
## bpldPeru -0.067 -0.010 -0.017 -0.001 -0.049 -0.005 0.005
## bpldUruguay -0.033 0.002 0.001 0.008 0.000 0.001 0.005
## bpldVenezuela -0.059 -0.015 -0.005 -0.004 -0.026 -0.002 -0.001
## syuzhetbyyear -0.023 -0.004 -0.004 -0.003 -0.007 0.563 -0.001
## value -0.009 -0.002 0.001 -0.001 -0.005 0.001 0.000
## percent_emp_x -0.993 -0.003 -0.003 -0.002 -0.010 0.000 0.000
## female:syuzhetbyyear 0.014 -0.001 -0.001 -0.001 0.001 -0.914 0.001
## mrtlsp mrtlsn mrtlwd age ctznnc ctznac yrsus1
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle 0.473
## maritalwidowed 0.205 0.280
## age 0.017 0.245 -0.046
## citizennaturalized citizen 0.006 0.030 0.003 -0.084
## citizennot a citizen -0.006 0.011 -0.002 -0.079 0.928
## yrsusa1 0.017 -0.002 0.008 -0.502 0.043 0.170
## speakengrecode_num 0.000 0.020 0.008 -0.085 -0.059 -0.062 0.066
## edcatHS -0.022 -0.004 -0.012 -0.023 -0.016 -0.071 -0.003
## edcatLess than HS -0.030 -0.026 -0.025 -0.153 -0.007 -0.084 0.026
## edcatSome Col -0.005 0.004 -0.003 0.053 -0.017 -0.033 -0.049
## bpldBelize -0.001 0.001 -0.001 -0.001 0.002 0.003 -0.004
## bpldBolivia -0.001 0.001 -0.001 0.005 0.003 0.006 0.002
## bpldBrazil 0.003 0.009 0.000 0.005 0.014 0.011 0.028
## bpldChile -0.003 -0.003 -0.003 0.001 0.007 0.006 -0.004
## bpldColumbia -0.003 0.001 -0.002 0.000 -0.002 0.007 0.016
## bpldCosta Rica 0.001 0.006 0.000 0.012 0.017 0.017 -0.005
## bpldCuba -0.004 -0.002 -0.002 -0.005 -0.002 0.000 0.002
## bpldDominican Republic -0.008 0.005 -0.001 0.014 0.003 0.013 0.015
## bpldEcuador -0.004 0.000 -0.001 0.016 -0.002 0.002 0.001
## bpldEl Salvador -0.008 -0.012 -0.005 0.030 -0.006 -0.008 -0.012
## bpldGuatemala -0.009 -0.012 -0.007 0.042 -0.002 -0.005 -0.007
## bpldGuyana -0.004 -0.005 -0.006 -0.014 -0.006 0.009 0.018
## bpldHonduras -0.007 -0.011 -0.006 0.034 -0.001 -0.007 0.000
## bpldMexico -0.010 -0.008 -0.007 0.046 -0.002 -0.011 -0.034
## bpldNicaragua -0.004 -0.002 -0.003 0.015 -0.005 -0.001 -0.012
## bpldPanama 0.000 0.000 -0.001 0.005 0.109 0.106 -0.035
## bpldParaguay 0.000 0.000 -0.003 0.009 0.006 0.007 -0.001
## bpldPeru -0.001 0.000 -0.002 -0.008 0.000 0.006 0.020
## bpldUruguay 0.003 0.005 0.000 -0.003 0.002 0.001 0.001
## bpldVenezuela -0.001 0.002 -0.002 0.001 0.016 0.016 0.030
## syuzhetbyyear 0.003 -0.003 0.000 -0.016 0.004 0.005 -0.020
## value -0.002 -0.004 0.000 -0.003 -0.004 -0.004 -0.002
## percent_emp_x 0.001 -0.004 0.000 0.003 0.003 0.004 0.004
## female:syuzhetbyyear 0.004 0.001 0.001 0.002 -0.001 -0.001 0.002
## spkng_ edctHS edLtHS edctSC bpldBlz bpldBlv bpldBr
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS -0.095
## edcatLess than HS -0.052 0.649
## edcatSome Col -0.033 0.546 0.471
## bpldBelize 0.030 -0.023 -0.018 -0.018
## bpldBolivia -0.009 -0.017 -0.015 -0.022 0.268
## bpldBrazil -0.004 -0.004 -0.004 -0.001 0.394 0.483
## bpldChile 0.001 -0.001 0.000 -0.003 0.275 0.340 0.496
## bpldColumbia -0.017 -0.014 -0.013 -0.012 0.415 0.510 0.750
## bpldCosta Rica -0.002 -0.024 -0.022 -0.019 0.272 0.330 0.485
## bpldCuba -0.012 -0.035 -0.022 -0.017 0.396 0.479 0.705
## bpldDominican Republic -0.017 -0.054 -0.051 -0.039 0.437 0.521 0.772
## bpldEcuador -0.022 -0.043 -0.045 -0.033 0.396 0.486 0.716
## bpldEl Salvador -0.025 -0.089 -0.096 -0.047 0.441 0.548 0.785
## bpldGuatemala -0.024 -0.077 -0.101 -0.043 0.427 0.524 0.760
## bpldGuyana 0.071 -0.050 -0.039 -0.027 0.401 0.430 0.639
## bpldHonduras -0.019 -0.073 -0.089 -0.039 0.406 0.496 0.721
## bpldMexico -0.028 -0.093 -0.101 -0.046 0.462 0.560 0.815
## bpldNicaragua -0.013 -0.041 -0.038 -0.028 0.327 0.400 0.578
## bpldPanama 0.007 -0.015 -0.014 -0.014 0.322 0.370 0.540
## bpldParaguay -0.001 -0.009 -0.009 -0.006 0.156 0.193 0.282
## bpldPeru -0.016 -0.019 -0.013 -0.024 0.397 0.492 0.713
## bpldUruguay -0.003 -0.018 -0.012 -0.014 0.211 0.260 0.383
## bpldVenezuela -0.010 0.025 0.018 0.018 0.351 0.430 0.635
## syuzhetbyyear 0.002 0.011 0.024 0.008 0.005 -0.001 -0.005
## value -0.004 -0.001 0.001 0.000 0.000 -0.002 0.001
## percent_emp_x -0.005 0.001 0.003 0.005 0.003 0.002 -0.012
## female:syuzhetbyyear 0.001 0.003 0.001 0.004 -0.003 -0.002 0.000
## bpldCh bpldCl bpldCR bpldCb bpldDR bpldEc bpldES
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia 0.522
## bpldCosta Rica 0.338 0.511
## bpldCuba 0.492 0.748 0.483
## bpldDominican Republic 0.535 0.817 0.527 0.761
## bpldEcuador 0.500 0.760 0.490 0.709 0.792
## bpldEl Salvador 0.551 0.828 0.538 0.782 0.851 0.796
## bpldGuatemala 0.532 0.801 0.521 0.757 0.824 0.770 0.866
## bpldGuyana 0.442 0.674 0.439 0.633 0.724 0.655 0.699
## bpldHonduras 0.504 0.760 0.494 0.721 0.783 0.731 0.818
## bpldMexico 0.574 0.860 0.561 0.818 0.879 0.825 0.933
## bpldNicaragua 0.406 0.612 0.397 0.580 0.627 0.585 0.655
## bpldPanama 0.378 0.569 0.373 0.541 0.590 0.542 0.598
## bpldParaguay 0.197 0.297 0.193 0.279 0.307 0.287 0.313
## bpldPeru 0.499 0.754 0.487 0.708 0.776 0.724 0.795
## bpldUruguay 0.267 0.404 0.261 0.380 0.416 0.389 0.423
## bpldVenezuela 0.441 0.669 0.431 0.636 0.680 0.634 0.697
## syuzhetbyyear 0.001 -0.003 -0.004 -0.004 -0.002 -0.002 -0.001
## value 0.001 -0.001 0.001 0.002 -0.003 -0.003 -0.001
## percent_emp_x 0.000 -0.003 -0.005 -0.004 -0.008 -0.003 0.009
## female:syuzhetbyyear 0.000 0.001 0.003 0.001 -0.001 0.001 -0.002
## bpldGt bpldGy bpldHn bpldMx bpldNc bpldPn bpldPrg
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana 0.676
## bpldHonduras 0.791 0.646
## bpldMexico 0.903 0.722 0.851
## bpldNicaragua 0.632 0.518 0.599 0.683
## bpldPanama 0.578 0.516 0.551 0.624 0.444
## bpldParaguay 0.303 0.257 0.287 0.325 0.231 0.215
## bpldPeru 0.767 0.643 0.727 0.824 0.586 0.542 0.284
## bpldUruguay 0.409 0.343 0.388 0.440 0.312 0.290 0.152
## bpldVenezuela 0.675 0.566 0.642 0.727 0.516 0.483 0.250
## syuzhetbyyear -0.004 0.005 -0.003 0.001 0.000 0.004 -0.002
## value 0.001 -0.003 0.001 0.004 0.001 0.003 0.000
## percent_emp_x 0.006 -0.005 0.004 0.018 0.004 0.000 -0.003
## female:syuzhetbyyear -0.001 0.000 -0.001 -0.002 0.000 0.003 0.000
## bpldPer bpldUr bpldVn syzhtb value prcn__
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay 0.384
## bpldVenezuela 0.635 0.339
## syuzhetbyyear 0.000 -0.002 -0.008
## value -0.001 0.000 0.001 -0.002
## percent_emp_x 0.001 -0.003 -0.001 0.000 -0.014
## female:syuzhetbyyear 0.001 -0.001 -0.001 -0.617 -0.001 0.001
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -13.9156323 -0.4104315 0.1067138 0.5628436 4.7472387
##
## Number of Observations: 326336
## Number of Groups: 226- effect of sentiment is significant
- interaction is significant
2.6 Log Wage Model by Gender reference is male)
model5.3<-lme(logwage ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear*female,
data = data_final_1865_1, method = "ML", na.action = "na.omit", random = ~1|NAME)
summary(model5.3)## Linear mixed-effects model fit by maximum likelihood
## Data: data_final_1865_1
## AIC BIC logLik
## 1624328 1624798 -812119.9
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.2879844 2.912948
##
## Fixed effects: logwage ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear * female
## Value Std.Error DF t-value p-value
## (Intercept) 10.061192 0.5751647 326071 17.49272 0.0000
## racecat2Black 0.157045 0.0377016 326071 4.16547 0.0000
## racecat2Indigenous -0.051261 0.0539547 326071 -0.95008 0.3421
## racecat2Asian 0.166400 0.0599940 326071 2.77360 0.0055
## racecat2Other -0.039880 0.0112106 326071 -3.55738 0.0004
## female -0.524089 0.0261885 326071 -20.01219 0.0000
## maritalmarried 0.079333 0.0187058 326071 4.24110 0.0000
## maritalseparated -0.117070 0.0308092 326071 -3.79982 0.0001
## maritalsingle -0.040902 0.0212351 326071 -1.92617 0.0541
## maritalwidowed -0.051775 0.0476462 326071 -1.08665 0.2772
## age -0.014312 0.0006130 326071 -23.34993 0.0000
## citizennaturalized citizen 0.076931 0.0323433 326071 2.37857 0.0174
## citizennot a citizen -0.350748 0.0326326 326071 -10.74840 0.0000
## yrsusa1 0.011354 0.0005786 326071 19.62361 0.0000
## speakengrecode_num -0.059188 0.0043877 326071 -13.48954 0.0000
## edcatHS -0.794057 0.0148540 326071 -53.45757 0.0000
## edcatLess than HS -0.912699 0.0175264 326071 -52.07555 0.0000
## edcatSome Col -0.559720 0.0176731 326071 -31.67069 0.0000
## bpldBelize 0.190928 0.1117105 326071 1.70913 0.0874
## bpldBolivia -0.191672 0.0904810 326071 -2.11837 0.0341
## bpldBrazil -0.595843 0.0618690 326071 -9.63072 0.0000
## bpldChile -0.102364 0.0884151 326071 -1.15776 0.2470
## bpldColumbia -0.018191 0.0588050 326071 -0.30935 0.7571
## bpldCosta Rica -0.033973 0.0908593 326071 -0.37391 0.7085
## bpldCuba 0.064319 0.0623000 326071 1.03241 0.3019
## bpldDominican Republic 0.009137 0.0576003 326071 0.15864 0.8740
## bpldEcuador -0.087090 0.0615619 326071 -1.41467 0.1572
## bpldEl Salvador 0.038713 0.0558081 326071 0.69369 0.4879
## bpldGuatemala -0.311046 0.0577769 326071 -5.38358 0.0000
## bpldGuyana 0.130991 0.0693403 326071 1.88910 0.0589
## bpldHonduras -0.034152 0.0610135 326071 -0.55974 0.5757
## bpldMexico 0.049216 0.0535505 326071 0.91907 0.3581
## bpldNicaragua 0.007180 0.0756288 326071 0.09494 0.9244
## bpldPanama 0.245197 0.0815263 326071 3.00759 0.0026
## bpldParaguay -0.744050 0.1560790 326071 -4.76714 0.0000
## bpldPeru -0.057371 0.0616351 326071 -0.93081 0.3520
## bpldUruguay -0.110733 0.1150471 326071 -0.96251 0.3358
## bpldVenezuela 0.005632 0.0695211 326071 0.08101 0.9354
## syuzhetbyyear 0.017837 0.0307096 326071 0.58083 0.5614
## value 0.000000 0.0000000 223 0.48723 0.6266
## percent_emp_x 0.011102 0.0072549 223 1.53022 0.1274
## female:syuzhetbyyear 0.164015 0.0450866 326071 3.63778 0.0003
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female mrtlmr
## racecat2Black 0.004
## racecat2Indigenous 0.004 0.031
## racecat2Asian 0.001 0.202 0.021
## racecat2Other 0.011 0.159 0.087 0.100
## female -0.020 0.000 0.003 0.000 0.000
## maritalmarried -0.032 0.011 0.000 -0.002 0.006 0.040
## maritalseparated -0.018 0.000 0.000 0.001 -0.007 -0.011 0.523
## maritalsingle -0.034 -0.005 -0.002 -0.002 -0.007 0.029 0.788
## maritalwidowed -0.008 -0.002 0.002 -0.002 0.000 -0.016 0.331
## age -0.035 -0.009 0.002 0.004 0.019 -0.006 0.051
## citizennaturalized citizen -0.050 -0.016 -0.002 -0.013 -0.020 -0.004 -0.004
## citizennot a citizen -0.054 -0.015 -0.001 -0.008 -0.028 0.005 -0.007
## yrsusa1 -0.010 0.004 -0.002 0.003 0.001 0.005 0.021
## speakengrecode_num -0.011 -0.001 0.000 0.003 -0.012 0.007 -0.004
## edcatHS -0.005 0.011 0.001 0.011 -0.042 0.027 0.004
## edcatLess than HS 0.000 0.013 -0.003 0.006 -0.048 0.031 -0.014
## edcatSome Col -0.014 0.003 -0.002 0.009 -0.025 0.006 0.021
## bpldBelize -0.046 -0.185 -0.015 -0.036 -0.045 -0.001 0.005
## bpldBolivia -0.054 -0.001 -0.012 0.003 -0.020 0.000 0.002
## bpldBrazil -0.064 -0.016 -0.001 -0.011 -0.018 -0.003 0.003
## bpldChile -0.054 0.000 -0.002 0.007 -0.013 0.000 0.001
## bpldColumbia -0.076 -0.009 -0.004 0.013 -0.028 -0.007 0.005
## bpldCosta Rica -0.048 -0.023 -0.002 0.002 -0.020 -0.003 0.004
## bpldCuba -0.071 -0.026 0.000 0.007 -0.014 -0.001 0.005
## bpldDominican Republic -0.073 -0.086 -0.010 -0.006 -0.081 -0.007 0.010
## bpldEcuador -0.072 -0.008 -0.010 0.009 -0.049 -0.003 0.002
## bpldEl Salvador -0.093 -0.010 -0.011 0.010 -0.060 -0.002 -0.003
## bpldGuatemala -0.088 -0.013 -0.022 0.006 -0.060 0.003 -0.004
## bpldGuyana -0.061 -0.264 -0.017 -0.272 -0.079 -0.004 -0.006
## bpldHonduras -0.082 -0.024 -0.011 0.007 -0.052 -0.002 0.001
## bpldMexico -0.108 -0.010 -0.013 0.013 -0.049 0.001 -0.007
## bpldNicaragua -0.066 -0.015 -0.008 0.005 -0.044 -0.003 0.003
## bpldPanama -0.063 -0.120 -0.006 -0.034 -0.042 -0.008 0.002
## bpldParaguay -0.028 -0.002 -0.006 -0.007 -0.009 -0.002 0.001
## bpldPeru -0.077 -0.010 -0.017 -0.001 -0.049 -0.005 0.005
## bpldUruguay -0.037 0.002 0.001 0.008 0.000 0.001 0.005
## bpldVenezuela -0.068 -0.015 -0.005 -0.004 -0.026 -0.002 -0.001
## syuzhetbyyear -0.026 -0.003 -0.004 -0.003 -0.006 0.563 -0.001
## value 0.002 -0.002 0.001 -0.001 -0.007 0.001 0.000
## percent_emp_x -0.992 -0.004 -0.004 -0.002 -0.011 0.000 0.000
## female:syuzhetbyyear 0.016 -0.001 -0.001 -0.001 0.001 -0.914 0.001
## mrtlsp mrtlsn mrtlwd age ctznnc ctznac yrsus1
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle 0.473
## maritalwidowed 0.205 0.280
## age 0.017 0.245 -0.046
## citizennaturalized citizen 0.006 0.030 0.003 -0.084
## citizennot a citizen -0.006 0.011 -0.002 -0.079 0.928
## yrsusa1 0.017 -0.002 0.008 -0.502 0.043 0.170
## speakengrecode_num 0.000 0.020 0.008 -0.085 -0.059 -0.062 0.066
## edcatHS -0.022 -0.004 -0.012 -0.023 -0.017 -0.071 -0.003
## edcatLess than HS -0.030 -0.026 -0.025 -0.153 -0.007 -0.085 0.026
## edcatSome Col -0.005 0.004 -0.003 0.053 -0.017 -0.033 -0.049
## bpldBelize -0.001 0.001 -0.001 -0.001 0.002 0.003 -0.004
## bpldBolivia -0.001 0.001 -0.001 0.005 0.003 0.006 0.002
## bpldBrazil 0.003 0.009 0.000 0.005 0.014 0.011 0.028
## bpldChile -0.003 -0.003 -0.003 0.001 0.007 0.006 -0.004
## bpldColumbia -0.003 0.001 -0.002 0.000 -0.002 0.007 0.016
## bpldCosta Rica 0.001 0.006 0.000 0.012 0.017 0.017 -0.005
## bpldCuba -0.004 -0.002 -0.002 -0.005 -0.001 0.000 0.003
## bpldDominican Republic -0.008 0.005 -0.001 0.014 0.003 0.013 0.015
## bpldEcuador -0.004 0.000 -0.001 0.016 -0.002 0.002 0.001
## bpldEl Salvador -0.008 -0.012 -0.005 0.030 -0.006 -0.008 -0.012
## bpldGuatemala -0.009 -0.012 -0.007 0.042 -0.002 -0.005 -0.007
## bpldGuyana -0.004 -0.005 -0.006 -0.014 -0.006 0.009 0.018
## bpldHonduras -0.007 -0.011 -0.006 0.034 -0.001 -0.007 0.000
## bpldMexico -0.010 -0.008 -0.007 0.046 -0.002 -0.011 -0.034
## bpldNicaragua -0.004 -0.002 -0.003 0.015 -0.005 -0.001 -0.012
## bpldPanama 0.000 0.000 -0.001 0.006 0.109 0.106 -0.035
## bpldParaguay 0.000 0.000 -0.003 0.009 0.006 0.007 -0.001
## bpldPeru -0.001 0.000 -0.002 -0.008 0.000 0.006 0.020
## bpldUruguay 0.003 0.005 0.000 -0.003 0.002 0.001 0.001
## bpldVenezuela -0.001 0.002 -0.002 0.001 0.016 0.016 0.030
## syuzhetbyyear 0.003 -0.003 0.000 -0.016 0.004 0.005 -0.020
## value -0.002 -0.005 0.000 -0.003 -0.005 -0.005 -0.002
## percent_emp_x 0.001 -0.004 0.000 0.003 0.003 0.005 0.004
## female:syuzhetbyyear 0.004 0.001 0.001 0.002 -0.001 -0.001 0.002
## spkng_ edctHS edLtHS edctSC bpldBlz bpldBlv bpldBr
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS -0.095
## edcatLess than HS -0.052 0.649
## edcatSome Col -0.033 0.546 0.471
## bpldBelize 0.030 -0.023 -0.018 -0.018
## bpldBolivia -0.009 -0.017 -0.015 -0.022 0.268
## bpldBrazil -0.004 -0.004 -0.004 -0.001 0.394 0.483
## bpldChile 0.001 -0.001 0.000 -0.003 0.275 0.340 0.496
## bpldColumbia -0.017 -0.014 -0.013 -0.012 0.415 0.510 0.750
## bpldCosta Rica -0.002 -0.024 -0.022 -0.019 0.272 0.330 0.485
## bpldCuba -0.012 -0.035 -0.022 -0.017 0.396 0.479 0.705
## bpldDominican Republic -0.017 -0.054 -0.051 -0.040 0.438 0.521 0.772
## bpldEcuador -0.022 -0.043 -0.045 -0.033 0.396 0.486 0.716
## bpldEl Salvador -0.025 -0.089 -0.096 -0.047 0.441 0.548 0.785
## bpldGuatemala -0.024 -0.077 -0.101 -0.043 0.427 0.524 0.761
## bpldGuyana 0.071 -0.051 -0.039 -0.027 0.401 0.430 0.640
## bpldHonduras -0.019 -0.073 -0.089 -0.039 0.406 0.496 0.721
## bpldMexico -0.028 -0.093 -0.101 -0.046 0.462 0.560 0.815
## bpldNicaragua -0.013 -0.041 -0.038 -0.028 0.327 0.400 0.579
## bpldPanama 0.007 -0.015 -0.014 -0.014 0.322 0.370 0.540
## bpldParaguay -0.001 -0.009 -0.009 -0.006 0.156 0.193 0.282
## bpldPeru -0.016 -0.019 -0.014 -0.024 0.397 0.492 0.713
## bpldUruguay -0.003 -0.018 -0.012 -0.014 0.211 0.260 0.383
## bpldVenezuela -0.010 0.025 0.018 0.018 0.351 0.430 0.635
## syuzhetbyyear 0.002 0.011 0.024 0.008 0.004 -0.001 -0.005
## value -0.004 -0.001 0.001 0.000 0.000 -0.002 0.001
## percent_emp_x -0.006 0.001 0.002 0.005 0.003 0.002 -0.014
## female:syuzhetbyyear 0.001 0.003 0.001 0.004 -0.003 -0.002 0.000
## bpldCh bpldCl bpldCR bpldCb bpldDR bpldEc bpldES
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia 0.522
## bpldCosta Rica 0.338 0.511
## bpldCuba 0.492 0.748 0.483
## bpldDominican Republic 0.535 0.817 0.527 0.761
## bpldEcuador 0.500 0.760 0.490 0.709 0.792
## bpldEl Salvador 0.551 0.828 0.538 0.782 0.851 0.796
## bpldGuatemala 0.532 0.801 0.521 0.757 0.824 0.770 0.866
## bpldGuyana 0.442 0.674 0.439 0.633 0.724 0.655 0.699
## bpldHonduras 0.504 0.761 0.494 0.721 0.783 0.731 0.818
## bpldMexico 0.574 0.860 0.561 0.818 0.880 0.826 0.933
## bpldNicaragua 0.406 0.612 0.397 0.580 0.627 0.585 0.655
## bpldPanama 0.378 0.569 0.373 0.542 0.590 0.542 0.598
## bpldParaguay 0.197 0.298 0.193 0.279 0.307 0.287 0.313
## bpldPeru 0.499 0.754 0.487 0.709 0.776 0.724 0.795
## bpldUruguay 0.267 0.404 0.261 0.380 0.416 0.389 0.423
## bpldVenezuela 0.441 0.669 0.431 0.636 0.681 0.634 0.697
## syuzhetbyyear 0.001 -0.003 -0.004 -0.004 -0.002 -0.002 -0.001
## value 0.001 -0.001 0.001 0.003 -0.004 -0.004 -0.002
## percent_emp_x 0.000 -0.004 -0.005 -0.005 -0.009 -0.004 0.010
## female:syuzhetbyyear 0.000 0.001 0.003 0.001 -0.001 0.001 -0.002
## bpldGt bpldGy bpldHn bpldMx bpldNc bpldPn bpldPrg
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana 0.676
## bpldHonduras 0.791 0.646
## bpldMexico 0.903 0.722 0.852
## bpldNicaragua 0.632 0.518 0.599 0.683
## bpldPanama 0.578 0.516 0.551 0.624 0.444
## bpldParaguay 0.303 0.257 0.287 0.325 0.231 0.215
## bpldPeru 0.767 0.643 0.727 0.824 0.586 0.542 0.284
## bpldUruguay 0.409 0.343 0.388 0.440 0.312 0.290 0.152
## bpldVenezuela 0.675 0.566 0.642 0.727 0.517 0.483 0.250
## syuzhetbyyear -0.004 0.005 -0.003 0.001 0.000 0.004 -0.002
## value 0.001 -0.004 0.002 0.004 0.001 0.004 0.000
## percent_emp_x 0.006 -0.006 0.004 0.020 0.004 0.000 -0.003
## female:syuzhetbyyear -0.001 0.000 -0.001 -0.002 0.000 0.003 0.000
## bpldPer bpldUr bpldVn syzhtb value prcn__
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay 0.384
## bpldVenezuela 0.635 0.339
## syuzhetbyyear 0.000 -0.001 -0.008
## value -0.001 0.000 0.001 -0.002
## percent_emp_x 0.001 -0.003 -0.002 0.000 -0.025
## female:syuzhetbyyear 0.001 -0.001 -0.001 -0.618 -0.001 0.002
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -3.9399442 0.0749385 0.2942279 0.4602959 1.6739217
##
## Number of Observations: 326336
## Number of Groups: 226- sentiment is not significant
- interaction is significant
3 Data Analysis for 18-65 Data - average sentiment of 5 years by city
3.1 Log Income Model
model5.3<-lme(logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + syuzhet_average + value + percent_emp_x + syuzhet_average*racecat2,
data = data_final_1865_2, method = "ML", na.action = "na.omit", random = ~1|NAME)
summary(model5.3)## Linear mixed-effects model fit by maximum likelihood
## Data: data_final_1865_2
## AIC BIC logLik
## 800167.1 800455.9 -400056.6
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.09689291 0.8239471
##
## Fixed effects: logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + syuzhet_average + value + percent_emp_x + syuzhet_average * racecat2
## Value Std.Error DF t-value
## (Intercept) 10.205585 0.18490432 326100 55.19387
## racecat2Black -0.279528 0.05775487 326100 -4.83990
## racecat2Indigenous -0.170578 0.07520667 326100 -2.26812
## racecat2Asian 0.181834 0.10475867 326100 1.73574
## racecat2Other -0.052237 0.01548804 326100 -3.37274
## female -0.477429 0.00299702 326100 -159.30086
## maritalmarried -0.003221 0.00528588 326100 -0.60938
## maritalseparated -0.091583 0.00871066 326100 -10.51393
## maritalsingle -0.185746 0.00599935 326100 -30.96109
## maritalwidowed -0.082023 0.01347433 326100 -6.08732
## age 0.004590 0.00017148 326100 26.76868
## citizennaturalized citizen 0.090853 0.00904649 326100 10.04290
## citizennot a citizen -0.091042 0.00912000 326100 -9.98272
## yrsusa1 0.009287 0.00016120 326100 57.61145
## speakengrecode_num -0.018175 0.00122809 326100 -14.79961
## edcatHS -0.489486 0.00406992 326100 -120.26920
## edcatLess than HS -0.607303 0.00475282 326100 -127.77755
## edcatSome Col -0.384023 0.00496073 326100 -77.41261
## syuzhet_average -0.036277 0.06003216 222 -0.60429
## value 0.000000 0.00000000 222 3.16268
## percent_emp_x 0.004364 0.00234493 222 1.86097
## racecat2Black:syuzhet_average 0.607077 0.11690540 326100 5.19289
## racecat2Indigenous:syuzhet_average 0.185460 0.15596125 326100 1.18914
## racecat2Asian:syuzhet_average -0.171316 0.20579725 326100 -0.83245
## racecat2Other:syuzhet_average 0.004652 0.03216635 326100 0.14462
## p-value
## (Intercept) 0.0000
## racecat2Black 0.0000
## racecat2Indigenous 0.0233
## racecat2Asian 0.0826
## racecat2Other 0.0007
## female 0.0000
## maritalmarried 0.5423
## maritalseparated 0.0000
## maritalsingle 0.0000
## maritalwidowed 0.0000
## age 0.0000
## citizennaturalized citizen 0.0000
## citizennot a citizen 0.0000
## yrsusa1 0.0000
## speakengrecode_num 0.0000
## edcatHS 0.0000
## edcatLess than HS 0.0000
## edcatSome Col 0.0000
## syuzhet_average 0.5463
## value 0.0018
## percent_emp_x 0.0641
## racecat2Black:syuzhet_average 0.0000
## racecat2Indigenous:syuzhet_average 0.2344
## racecat2Asian:syuzhet_average 0.4052
## racecat2Other:syuzhet_average 0.8850
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female
## racecat2Black 0.005
## racecat2Indigenous -0.003 0.022
## racecat2Asian 0.005 0.022 0.012
## racecat2Other -0.023 0.107 0.082 0.060
## female -0.011 -0.001 0.001 -0.003 0.001
## maritalmarried -0.031 0.008 0.001 0.000 0.007 0.102
## maritalseparated -0.018 0.003 0.001 -0.001 0.000 -0.018
## maritalsingle -0.032 0.005 -0.002 -0.002 0.000 0.073
## maritalwidowed -0.009 0.003 -0.001 0.003 0.004 -0.037
## age -0.021 0.000 -0.002 -0.003 0.007 -0.014
## citizennaturalized citizen -0.045 0.001 -0.001 -0.003 -0.016 -0.010
## citizennot a citizen -0.051 0.002 -0.002 -0.002 -0.018 0.015
## yrsusa1 -0.021 0.004 -0.003 -0.001 -0.007 0.021
## speakengrecode_num -0.016 -0.008 -0.001 -0.002 -0.002 0.021
## edcatHS -0.023 0.001 -0.001 0.007 -0.016 0.079
## edcatLess than HS -0.021 0.003 -0.001 0.007 -0.020 0.088
## edcatSome Col -0.020 -0.003 0.000 0.005 -0.011 0.027
## syuzhet_average -0.055 0.059 0.042 0.033 0.199 0.000
## value -0.002 0.003 0.001 0.001 0.000 -0.001
## percent_emp_x -0.988 -0.015 -0.004 -0.010 -0.008 0.000
## racecat2Black:syuzhet_average -0.003 -0.986 -0.023 -0.023 -0.109 -0.001
## racecat2Indigenous:syuzhet_average 0.003 -0.022 -0.979 -0.012 -0.081 0.000
## racecat2Asian:syuzhet_average -0.004 -0.024 -0.013 -0.989 -0.063 0.002
## racecat2Other:syuzhet_average 0.024 -0.107 -0.081 -0.060 -0.979 -0.002
## mrtlmr mrtlsp mrtlsn mrtlwd age ctznnc
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated 0.524
## maritalsingle 0.788 0.473
## maritalwidowed 0.330 0.205 0.280
## age 0.056 0.021 0.252 -0.044
## citizennaturalized citizen -0.005 0.004 0.028 0.002 -0.083
## citizennot a citizen -0.010 -0.009 0.008 -0.004 -0.072 0.927
## yrsusa1 0.016 0.014 -0.006 0.005 -0.496 0.047
## speakengrecode_num -0.004 -0.001 0.020 0.008 -0.075 -0.062
## edcatHS -0.002 -0.030 -0.013 -0.016 0.006 -0.029
## edcatLess than HS -0.023 -0.039 -0.038 -0.031 -0.122 -0.020
## edcatSome Col 0.019 -0.009 0.001 -0.004 0.067 -0.022
## syuzhet_average 0.003 0.001 0.001 0.003 -0.001 -0.002
## value 0.000 -0.001 -0.004 0.000 -0.004 -0.005
## percent_emp_x 0.003 0.002 -0.001 0.001 -0.006 0.005
## racecat2Black:syuzhet_average -0.006 -0.003 -0.006 -0.004 -0.005 -0.001
## racecat2Indigenous:syuzhet_average -0.001 -0.001 0.001 0.001 0.003 0.001
## racecat2Asian:syuzhet_average -0.001 0.001 0.002 -0.003 0.000 0.000
## racecat2Other:syuzhet_average -0.005 -0.002 -0.002 -0.004 -0.002 0.012
## ctznac yrsus1 spkng_ edctHS edLtHS edctSC
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1 0.171
## speakengrecode_num -0.069 0.060
## edcatHS -0.094 -0.035 -0.108
## edcatLess than HS -0.111 -0.008 -0.069 0.625
## edcatSome Col -0.041 -0.062 -0.038 0.538 0.462
## syuzhet_average -0.004 -0.001 -0.001 -0.005 -0.003 -0.004
## value -0.004 0.000 -0.003 0.001 0.003 0.001
## percent_emp_x 0.009 0.015 -0.001 0.015 0.019 0.010
## racecat2Black:syuzhet_average 0.000 -0.001 0.018 0.000 0.001 0.003
## racecat2Indigenous:syuzhet_average 0.001 0.002 0.001 0.001 -0.001 -0.001
## racecat2Asian:syuzhet_average 0.002 0.003 0.012 -0.006 -0.005 -0.003
## racecat2Other:syuzhet_average 0.012 0.007 0.001 0.004 0.005 0.004
## syzht_ value prcn__ rc2B:_ rc2I:_ rc2A:_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## syuzhet_average
## value -0.123
## percent_emp_x -0.073 -0.005
## racecat2Black:syuzhet_average -0.061 -0.003 0.013
## racecat2Indigenous:syuzhet_average -0.043 -0.001 0.003 0.024
## racecat2Asian:syuzhet_average -0.034 -0.001 0.009 0.026 0.013
## racecat2Other:syuzhet_average -0.202 -0.002 0.006 0.114 0.085 0.066
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -13.8896689 -0.4133823 0.1053746 0.5624993 4.7452853
##
## Number of Observations: 326347
## Number of Groups: 226- sentiment not significant
- interaction significant for black population
3.2 Log Wage Model
model5.3<-lme(logwage ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + syuzhet_average + value + percent_emp_x + syuzhet_average*racecat2, data = data_final_1865_2, method = “ML”, na.action = “na.omit”, random = ~1|NAME) summary(model5.3)
-not converging
3.3 Log Income Model by Birthplace (reference is Mexico)
model5.3<-lme(logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhet_average + value + percent_emp_x + syuzhet_average*bpld,
data = data_final_1865_2, method = "ML", na.action = "na.omit", random = ~1|NAME)
summary(model5.3)## Linear mixed-effects model fit by maximum likelihood
## Data: data_final_1865_2
## AIC BIC logLik
## 799322.9 799996.7 -399598.5
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.09437611 0.8228006
##
## Fixed effects: logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhet_average + value + percent_emp_x + syuzhet_average * bpld
## Value Std.Error DF t-value
## (Intercept) 10.613313 0.1984783 326064 53.47343
## racecat2Black -0.005479 0.0106694 326064 -0.51356
## racecat2Indigenous -0.073956 0.0152422 326064 -4.85207
## racecat2Asian 0.024988 0.0169581 326064 1.47349
## racecat2Other -0.042596 0.0031678 326064 -13.44628
## female -0.477143 0.0029977 326064 -159.17178
## maritalmarried -0.003466 0.0052844 326064 -0.65585
## maritalseparated -0.085854 0.0087028 326064 -9.86515
## maritalsingle -0.183235 0.0059989 326064 -30.54478
## maritalwidowed -0.079961 0.0134591 326064 -5.94100
## age 0.004282 0.0001731 326064 24.73275
## citizennaturalized citizen 0.099939 0.0091422 326064 10.93167
## citizennot a citizen -0.082447 0.0092234 326064 -8.93896
## yrsusa1 0.009484 0.0001635 326064 58.01265
## speakengrecode_num -0.015398 0.0012397 326064 -12.42122
## edcatHS -0.474139 0.0041977 326064 -112.95148
## edcatLess than HS -0.586822 0.0049504 326064 -118.53997
## edcatSome Col -0.372486 0.0049932 326064 -74.59793
## bpldBelize -0.436211 0.1824717 326064 -2.39057
## bpldBolivia -0.344434 0.1688494 326064 -2.03989
## bpldBrazil -0.094679 0.0916089 326064 -1.03352
## bpldChile -0.354730 0.1210799 326064 -2.92972
## bpldColumbia -0.295630 0.0894055 326064 -3.30662
## bpldCosta Rica -0.171804 0.1312071 326064 -1.30941
## bpldCuba -0.448296 0.0954327 326064 -4.69751
## bpldDominican Republic -0.425582 0.0889897 326064 -4.78237
## bpldEcuador -0.319620 0.1030339 326064 -3.10208
## bpldEl Salvador -0.259918 0.0831096 326064 -3.12742
## bpldGuatemala -0.307809 0.0856143 326064 -3.59530
## bpldGuyana -0.312482 0.1249597 326064 -2.50066
## bpldHonduras -0.307578 0.0898884 326064 -3.42178
## bpldMexico -0.329339 0.0783915 326064 -4.20121
## bpldNicaragua -0.392844 0.1147693 326064 -3.42290
## bpldPanama -0.432491 0.1095807 326064 -3.94678
## bpldParaguay -0.735437 0.2297570 326064 -3.20093
## bpldPeru -0.269616 0.0941553 326064 -2.86352
## bpldUruguay -0.275467 0.1924341 326064 -1.43149
## bpldVenezuela -0.311910 0.1038471 326064 -3.00355
## syuzhet_average -0.198474 0.1702186 222 -1.16599
## value 0.000000 0.0000000 222 3.26745
## percent_emp_x 0.002835 0.0023085 222 1.22806
## bpldBelize:syuzhet_average 0.632873 0.3644914 326064 1.73632
## bpldBolivia:syuzhet_average 0.122956 0.3505564 326064 0.35075
## bpldBrazil:syuzhet_average 0.063930 0.1924982 326064 0.33211
## bpldChile:syuzhet_average 0.308258 0.2532015 326064 1.21744
## bpldColumbia:syuzhet_average 0.145616 0.1856048 326064 0.78455
## bpldCosta Rica:syuzhet_average -0.041143 0.2748893 326064 -0.14967
## bpldCuba:syuzhet_average 0.462949 0.2005245 326064 2.30869
## bpldDominican Republic:syuzhet_average 0.244673 0.1832172 326064 1.33543
## bpldEcuador:syuzhet_average 0.161298 0.2088852 326064 0.77219
## bpldEl Salvador:syuzhet_average 0.053556 0.1718945 326064 0.31156
## bpldGuatemala:syuzhet_average 0.079058 0.1767625 326064 0.44725
## bpldGuyana:syuzhet_average 0.357610 0.2481310 326064 1.44121
## bpldHonduras:syuzhet_average 0.146680 0.1880959 326064 0.77982
## bpldMexico:syuzhet_average 0.166584 0.1626286 326064 1.02432
## bpldNicaragua:syuzhet_average 0.378777 0.2373774 326064 1.59567
## bpldPanama:syuzhet_average 0.633937 0.2335867 326064 2.71393
## bpldParaguay:syuzhet_average 1.057613 0.4743630 326064 2.22954
## bpldPeru:syuzhet_average 0.045849 0.1945462 326064 0.23567
## bpldUruguay:syuzhet_average 0.375546 0.3970523 326064 0.94583
## bpldVenezuela:syuzhet_average 0.277541 0.2200230 326064 1.26142
## p-value
## (Intercept) 0.0000
## racecat2Black 0.6076
## racecat2Indigenous 0.0000
## racecat2Asian 0.1406
## racecat2Other 0.0000
## female 0.0000
## maritalmarried 0.5119
## maritalseparated 0.0000
## maritalsingle 0.0000
## maritalwidowed 0.0000
## age 0.0000
## citizennaturalized citizen 0.0000
## citizennot a citizen 0.0000
## yrsusa1 0.0000
## speakengrecode_num 0.0000
## edcatHS 0.0000
## edcatLess than HS 0.0000
## edcatSome Col 0.0000
## bpldBelize 0.0168
## bpldBolivia 0.0414
## bpldBrazil 0.3014
## bpldChile 0.0034
## bpldColumbia 0.0009
## bpldCosta Rica 0.1904
## bpldCuba 0.0000
## bpldDominican Republic 0.0000
## bpldEcuador 0.0019
## bpldEl Salvador 0.0018
## bpldGuatemala 0.0003
## bpldGuyana 0.0124
## bpldHonduras 0.0006
## bpldMexico 0.0000
## bpldNicaragua 0.0006
## bpldPanama 0.0001
## bpldParaguay 0.0014
## bpldPeru 0.0042
## bpldUruguay 0.1523
## bpldVenezuela 0.0027
## syuzhet_average 0.2449
## value 0.0013
## percent_emp_x 0.2207
## bpldBelize:syuzhet_average 0.0825
## bpldBolivia:syuzhet_average 0.7258
## bpldBrazil:syuzhet_average 0.7398
## bpldChile:syuzhet_average 0.2234
## bpldColumbia:syuzhet_average 0.4327
## bpldCosta Rica:syuzhet_average 0.8810
## bpldCuba:syuzhet_average 0.0210
## bpldDominican Republic:syuzhet_average 0.1817
## bpldEcuador:syuzhet_average 0.4400
## bpldEl Salvador:syuzhet_average 0.7554
## bpldGuatemala:syuzhet_average 0.6547
## bpldGuyana:syuzhet_average 0.1495
## bpldHonduras:syuzhet_average 0.4355
## bpldMexico:syuzhet_average 0.3057
## bpldNicaragua:syuzhet_average 0.1106
## bpldPanama:syuzhet_average 0.0066
## bpldParaguay:syuzhet_average 0.0258
## bpldPeru:syuzhet_average 0.8137
## bpldUruguay:syuzhet_average 0.3442
## bpldVenezuela:syuzhet_average 0.2072
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O
## racecat2Black 0.003
## racecat2Indigenous 0.002 0.030
## racecat2Asian 0.004 0.202 0.021
## racecat2Other 0.007 0.159 0.087 0.100
## female -0.011 -0.003 0.003 -0.002 0.001
## maritalmarried -0.027 0.011 0.000 -0.002 0.006
## maritalseparated -0.014 0.000 0.000 0.001 -0.007
## maritalsingle -0.029 -0.004 -0.002 -0.002 -0.007
## maritalwidowed -0.007 -0.002 0.002 -0.002 0.000
## age -0.030 -0.009 0.002 0.004 0.018
## citizennaturalized citizen -0.040 -0.015 -0.002 -0.012 -0.020
## citizennot a citizen -0.043 -0.014 -0.001 -0.007 -0.028
## yrsusa1 -0.009 0.003 -0.002 0.003 0.001
## speakengrecode_num -0.009 -0.001 0.000 0.003 -0.012
## edcatHS -0.003 0.011 0.001 0.011 -0.042
## edcatLess than HS 0.000 0.013 -0.003 0.006 -0.048
## edcatSome Col -0.010 0.002 -0.002 0.009 -0.025
## bpldBelize -0.167 0.000 -0.009 -0.007 -0.010
## bpldBolivia -0.180 -0.002 -0.004 -0.007 -0.005
## bpldBrazil -0.324 -0.006 0.000 -0.004 -0.004
## bpldChile -0.251 -0.001 0.001 -0.003 -0.003
## bpldColumbia -0.337 -0.005 0.000 -0.006 -0.007
## bpldCosta Rica -0.228 0.001 0.000 -0.003 -0.006
## bpldCuba -0.316 -0.012 0.000 -0.005 -0.007
## bpldDominican Republic -0.326 -0.021 -0.002 -0.009 -0.014
## bpldEcuador -0.291 -0.003 -0.002 -0.005 -0.004
## bpldEl Salvador -0.373 -0.003 -0.002 -0.007 -0.010
## bpldGuatemala -0.359 -0.004 -0.003 -0.009 -0.010
## bpldGuyana -0.236 -0.055 -0.006 -0.030 -0.015
## bpldHonduras -0.342 -0.005 0.000 -0.006 -0.008
## bpldMexico -0.405 -0.002 -0.002 -0.007 -0.007
## bpldNicaragua -0.269 -0.003 -0.004 -0.006 -0.009
## bpldPanama -0.284 0.002 0.001 -0.001 -0.005
## bpldParaguay -0.131 -0.001 -0.003 -0.005 -0.004
## bpldPeru -0.322 -0.003 -0.002 -0.001 -0.010
## bpldUruguay -0.153 0.000 0.001 -0.002 -0.001
## bpldVenezuela -0.291 -0.002 -0.001 0.000 -0.005
## syuzhet_average -0.385 0.001 0.001 -0.008 0.004
## value -0.001 -0.002 0.000 0.000 -0.006
## percent_emp_x -0.911 -0.003 -0.003 -0.003 -0.009
## bpldBelize:syuzhet_average 0.170 -0.032 0.007 0.001 0.002
## bpldBolivia:syuzhet_average 0.176 0.002 0.003 0.007 0.002
## bpldBrazil:syuzhet_average 0.316 0.003 0.000 0.001 0.001
## bpldChile:syuzhet_average 0.244 0.001 -0.001 0.004 0.000
## bpldColumbia:syuzhet_average 0.331 0.004 -0.001 0.009 0.002
## bpldCosta Rica:syuzhet_average 0.222 -0.006 -0.001 0.004 0.002
## bpldCuba:syuzhet_average 0.307 0.008 0.000 0.007 0.004
## bpldDominican Republic:syuzhet_average 0.324 0.006 0.000 0.008 -0.001
## bpldEcuador:syuzhet_average 0.293 0.001 0.000 0.007 -0.004
## bpldEl Salvador:syuzhet_average 0.366 0.001 0.000 0.009 -0.001
## bpldGuatemala:syuzhet_average 0.354 0.001 -0.001 0.010 -0.002
## bpldGuyana:syuzhet_average 0.243 0.013 0.003 -0.012 0.003
## bpldHonduras:syuzhet_average 0.332 0.000 -0.002 0.007 -0.002
## bpldMexico:syuzhet_average 0.395 0.000 -0.001 0.009 -0.002
## bpldNicaragua:syuzhet_average 0.265 0.001 0.003 0.007 0.001
## bpldPanama:syuzhet_average 0.271 -0.029 -0.002 -0.007 -0.004
## bpldParaguay:syuzhet_average 0.129 0.001 0.001 0.004 0.002
## bpldPeru:syuzhet_average 0.317 0.001 -0.001 0.001 0.001
## bpldUruguay:syuzhet_average 0.151 0.000 -0.001 0.003 0.001
## bpldVenezuela:syuzhet_average 0.279 -0.001 0.000 -0.001 0.000
## female mrtlmr mrtlsp mrtlsn mrtlwd
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried 0.100
## maritalseparated -0.018 0.523
## maritalsingle 0.072 0.788 0.473
## maritalwidowed -0.037 0.331 0.205 0.280
## age -0.009 0.051 0.017 0.245 -0.046
## citizennaturalized citizen -0.012 -0.004 0.006 0.030 0.003
## citizennot a citizen 0.011 -0.007 -0.006 0.011 -0.002
## yrsusa1 0.016 0.021 0.017 -0.002 0.008
## speakengrecode_num 0.019 -0.004 0.000 0.020 0.008
## edcatHS 0.072 0.004 -0.022 -0.004 -0.012
## edcatLess than HS 0.078 -0.014 -0.030 -0.026 -0.025
## edcatSome Col 0.025 0.021 -0.006 0.004 -0.003
## bpldBelize 0.000 0.000 -0.001 0.000 0.001
## bpldBolivia -0.003 0.000 0.000 0.002 -0.001
## bpldBrazil -0.003 -0.001 -0.001 0.000 -0.002
## bpldChile 0.000 -0.001 -0.003 -0.002 -0.001
## bpldColumbia -0.004 0.001 -0.002 -0.001 -0.001
## bpldCosta Rica -0.003 0.001 0.002 0.003 -0.001
## bpldCuba -0.001 0.001 -0.003 -0.002 -0.002
## bpldDominican Republic -0.002 0.004 -0.003 0.000 -0.001
## bpldEcuador -0.003 -0.002 -0.002 -0.003 -0.002
## bpldEl Salvador -0.002 0.000 -0.003 -0.002 -0.002
## bpldGuatemala 0.001 0.002 -0.002 0.000 -0.002
## bpldGuyana -0.002 0.002 -0.001 0.001 0.000
## bpldHonduras -0.002 0.001 -0.004 -0.002 -0.002
## bpldMexico -0.001 0.000 -0.003 0.000 -0.002
## bpldNicaragua -0.001 0.000 -0.002 -0.001 0.000
## bpldPanama -0.005 0.002 -0.001 0.002 0.000
## bpldParaguay 0.000 -0.001 -0.003 -0.005 -0.003
## bpldPeru -0.004 0.002 -0.002 0.000 -0.002
## bpldUruguay 0.002 -0.002 -0.002 -0.002 0.001
## bpldVenezuela -0.002 -0.001 -0.001 0.000 -0.001
## syuzhet_average -0.001 0.002 -0.001 0.001 0.000
## value 0.000 -0.001 -0.002 -0.004 0.000
## percent_emp_x 0.002 0.000 0.001 -0.003 0.000
## bpldBelize:syuzhet_average -0.002 0.001 0.000 0.000 -0.001
## bpldBolivia:syuzhet_average 0.003 0.000 0.000 -0.001 0.001
## bpldBrazil:syuzhet_average 0.001 0.002 0.001 0.002 0.002
## bpldChile:syuzhet_average 0.000 0.001 0.002 0.001 0.000
## bpldColumbia:syuzhet_average 0.001 0.000 0.002 0.001 0.001
## bpldCosta Rica:syuzhet_average 0.002 0.000 -0.002 -0.001 0.001
## bpldCuba:syuzhet_average 0.001 0.000 0.002 0.001 0.001
## bpldDominican Republic:syuzhet_average -0.001 -0.002 0.001 0.001 0.001
## bpldEcuador:syuzhet_average 0.002 0.003 0.001 0.003 0.002
## bpldEl Salvador:syuzhet_average 0.001 -0.001 0.002 0.000 0.001
## bpldGuatemala:syuzhet_average 0.000 -0.003 0.000 -0.003 0.000
## bpldGuyana:syuzhet_average 0.000 -0.003 0.000 -0.002 -0.001
## bpldHonduras:syuzhet_average 0.000 -0.001 0.002 0.000 0.001
## bpldMexico:syuzhet_average 0.001 -0.002 0.001 -0.001 0.001
## bpldNicaragua:syuzhet_average 0.000 0.001 0.001 0.001 -0.001
## bpldPanama:syuzhet_average 0.002 -0.002 0.001 -0.002 0.000
## bpldParaguay:syuzhet_average -0.001 0.002 0.003 0.005 0.002
## bpldPeru:syuzhet_average 0.002 -0.001 0.001 0.000 0.002
## bpldUruguay:syuzhet_average -0.002 0.003 0.003 0.003 -0.001
## bpldVenezuela:syuzhet_average 0.000 0.001 0.001 0.001 0.000
## age ctznnc ctznac yrsus1 spkng_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen -0.084
## citizennot a citizen -0.079 0.928
## yrsusa1 -0.502 0.043 0.170
## speakengrecode_num -0.085 -0.058 -0.062 0.066
## edcatHS -0.023 -0.017 -0.071 -0.002 -0.094
## edcatLess than HS -0.153 -0.007 -0.085 0.027 -0.052
## edcatSome Col 0.053 -0.017 -0.033 -0.048 -0.033
## bpldBelize 0.003 -0.001 -0.001 -0.003 0.004
## bpldBolivia 0.004 0.002 0.002 0.001 0.001
## bpldBrazil 0.003 0.001 -0.001 0.005 -0.001
## bpldChile -0.001 0.001 0.001 0.001 0.000
## bpldColumbia 0.004 -0.002 -0.001 0.005 -0.001
## bpldCosta Rica 0.004 0.006 0.006 0.003 0.000
## bpldCuba -0.001 0.003 0.002 0.015 -0.006
## bpldDominican Republic 0.006 -0.002 0.000 0.005 -0.006
## bpldEcuador 0.004 0.001 0.002 0.003 0.002
## bpldEl Salvador 0.010 -0.004 -0.006 -0.004 -0.005
## bpldGuatemala 0.014 -0.002 -0.002 -0.002 -0.004
## bpldGuyana 0.001 -0.006 -0.005 -0.004 0.007
## bpldHonduras 0.013 -0.004 -0.005 0.001 -0.001
## bpldMexico 0.012 -0.004 -0.005 -0.004 -0.006
## bpldNicaragua 0.006 -0.005 -0.005 -0.004 0.000
## bpldPanama 0.004 0.043 0.041 -0.009 0.004
## bpldParaguay 0.003 0.003 0.004 -0.002 0.002
## bpldPeru 0.000 0.002 0.003 0.004 0.000
## bpldUruguay 0.000 -0.005 -0.005 0.001 0.001
## bpldVenezuela -0.003 0.004 0.004 0.009 -0.003
## syuzhet_average 0.002 -0.002 -0.002 0.002 0.000
## value -0.002 -0.004 -0.004 -0.002 -0.004
## percent_emp_x 0.003 0.002 0.004 0.004 -0.005
## bpldBelize:syuzhet_average -0.003 0.001 0.002 0.003 0.001
## bpldBolivia:syuzhet_average -0.003 -0.002 -0.002 0.000 -0.003
## bpldBrazil:syuzhet_average -0.003 0.001 0.003 0.000 0.001
## bpldChile:syuzhet_average 0.001 0.000 0.000 -0.002 0.000
## bpldColumbia:syuzhet_average -0.004 0.002 0.003 -0.002 -0.002
## bpldCosta Rica:syuzhet_average -0.002 -0.003 -0.003 -0.004 -0.001
## bpldCuba:syuzhet_average 0.000 -0.003 -0.002 -0.015 0.004
## bpldDominican Republic:syuzhet_average -0.004 0.003 0.002 -0.002 0.003
## bpldEcuador:syuzhet_average -0.001 -0.001 -0.002 -0.003 -0.005
## bpldEl Salvador:syuzhet_average -0.005 0.003 0.004 0.001 0.000
## bpldGuatemala:syuzhet_average -0.006 0.001 0.002 0.001 -0.001
## bpldGuyana:syuzhet_average -0.004 0.005 0.006 0.007 0.004
## bpldHonduras:syuzhet_average -0.006 0.004 0.004 -0.001 -0.003
## bpldMexico:syuzhet_average -0.003 0.003 0.003 -0.002 0.001
## bpldNicaragua:syuzhet_average -0.003 0.004 0.005 0.002 -0.003
## bpldPanama:syuzhet_average -0.003 -0.021 -0.020 0.002 -0.002
## bpldParaguay:syuzhet_average -0.002 -0.002 -0.003 0.002 -0.002
## bpldPeru:syuzhet_average -0.001 -0.002 -0.001 0.000 -0.004
## bpldUruguay:syuzhet_average 0.000 0.005 0.005 -0.001 -0.002
## bpldVenezuela:syuzhet_average 0.003 -0.001 -0.001 -0.003 0.001
## edctHS edLtHS edctSC bpldBlz bpldBlv
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS 0.650
## edcatSome Col 0.546 0.471
## bpldBelize -0.001 -0.002 -0.001
## bpldBolivia 0.000 -0.001 -0.003 0.195
## bpldBrazil -0.005 -0.004 -0.004 0.358 0.388
## bpldChile -0.003 -0.001 -0.002 0.272 0.293
## bpldColumbia 0.004 0.002 0.002 0.368 0.398
## bpldCosta Rica 0.000 -0.001 -0.002 0.251 0.272
## bpldCuba -0.009 -0.005 -0.006 0.346 0.373
## bpldDominican Republic -0.015 -0.013 -0.012 0.367 0.400
## bpldEcuador -0.001 -0.002 -0.002 0.319 0.346
## bpldEl Salvador -0.022 -0.023 -0.012 0.398 0.429
## bpldGuatemala -0.017 -0.022 -0.011 0.386 0.416
## bpldGuyana -0.001 0.000 0.000 0.263 0.285
## bpldHonduras -0.019 -0.022 -0.010 0.367 0.396
## bpldMexico -0.021 -0.021 -0.012 0.421 0.454
## bpldNicaragua -0.008 -0.007 -0.005 0.288 0.311
## bpldPanama -0.010 -0.008 -0.008 0.300 0.327
## bpldParaguay 0.000 0.000 0.000 0.143 0.155
## bpldPeru 0.000 0.000 -0.001 0.349 0.378
## bpldUruguay -0.003 -0.001 -0.002 0.171 0.185
## bpldVenezuela 0.006 0.005 0.005 0.317 0.343
## syuzhet_average -0.003 -0.002 -0.003 0.393 0.426
## value 0.000 0.001 0.001 0.001 0.000
## percent_emp_x 0.001 0.002 0.004 0.001 0.001
## bpldBelize:syuzhet_average -0.003 -0.001 -0.002 -0.985 -0.199
## bpldBolivia:syuzhet_average -0.003 -0.001 -0.001 -0.192 -0.988
## bpldBrazil:syuzhet_average 0.005 0.004 0.004 -0.347 -0.376
## bpldChile:syuzhet_average 0.002 0.001 0.002 -0.265 -0.286
## bpldColumbia:syuzhet_average -0.006 -0.004 -0.005 -0.360 -0.391
## bpldCosta Rica:syuzhet_average -0.005 -0.003 -0.002 -0.244 -0.264
## bpldCuba:syuzhet_average 0.002 0.001 0.003 -0.335 -0.362
## bpldDominican Republic:syuzhet_average 0.005 0.003 0.005 -0.363 -0.396
## bpldEcuador:syuzhet_average -0.006 -0.005 -0.003 -0.320 -0.347
## bpldEl Salvador:syuzhet_average 0.005 0.005 0.004 -0.392 -0.422
## bpldGuatemala:syuzhet_average 0.003 0.003 0.003 -0.381 -0.411
## bpldGuyana:syuzhet_average -0.007 -0.006 -0.004 -0.269 -0.292
## bpldHonduras:syuzhet_average 0.005 0.005 0.002 -0.357 -0.386
## bpldMexico:syuzhet_average 0.003 0.001 0.003 -0.414 -0.446
## bpldNicaragua:syuzhet_average 0.001 0.000 0.000 -0.284 -0.306
## bpldPanama:syuzhet_average 0.007 0.005 0.005 -0.287 -0.313
## bpldParaguay:syuzhet_average -0.002 -0.001 -0.001 -0.141 -0.153
## bpldPeru:syuzhet_average -0.004 -0.002 -0.003 -0.344 -0.373
## bpldUruguay:syuzhet_average 0.000 -0.001 0.000 -0.169 -0.183
## bpldVenezuela:syuzhet_average -0.001 -0.002 -0.001 -0.305 -0.330
## bpldBr bpldCh bpldCl bpldCR bpldCb
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile 0.541
## bpldColumbia 0.736 0.554
## bpldCosta Rica 0.500 0.378 0.513
## bpldCuba 0.686 0.520 0.707 0.481
## bpldDominican Republic 0.747 0.557 0.764 0.516 0.707
## bpldEcuador 0.638 0.481 0.656 0.446 0.612
## bpldEl Salvador 0.786 0.596 0.807 0.550 0.758
## bpldGuatemala 0.765 0.579 0.784 0.534 0.735
## bpldGuyana 0.526 0.397 0.542 0.368 0.507
## bpldHonduras 0.728 0.551 0.749 0.510 0.703
## bpldMexico 0.832 0.633 0.854 0.583 0.803
## bpldNicaragua 0.569 0.432 0.585 0.399 0.550
## bpldPanama 0.597 0.453 0.614 0.420 0.576
## bpldParaguay 0.286 0.216 0.293 0.200 0.274
## bpldPeru 0.696 0.527 0.715 0.486 0.669
## bpldUruguay 0.342 0.257 0.351 0.239 0.328
## bpldVenezuela 0.632 0.477 0.649 0.441 0.610
## syuzhet_average 0.781 0.595 0.801 0.548 0.753
## value -0.001 -0.001 0.002 0.001 0.003
## percent_emp_x -0.005 0.001 -0.001 -0.004 -0.002
## bpldBelize:syuzhet_average -0.365 -0.277 -0.374 -0.256 -0.352
## bpldBolivia:syuzhet_average -0.380 -0.288 -0.391 -0.267 -0.366
## bpldBrazil:syuzhet_average -0.981 -0.525 -0.713 -0.484 -0.665
## bpldChile:syuzhet_average -0.527 -0.978 -0.540 -0.368 -0.506
## bpldColumbia:syuzhet_average -0.722 -0.544 -0.983 -0.503 -0.693
## bpldCosta Rica:syuzhet_average -0.486 -0.367 -0.499 -0.981 -0.467
## bpldCuba:syuzhet_average -0.666 -0.504 -0.685 -0.466 -0.983
## bpldDominican Republic:syuzhet_average -0.738 -0.551 -0.756 -0.511 -0.700
## bpldEcuador:syuzhet_average -0.641 -0.484 -0.659 -0.448 -0.615
## bpldEl Salvador:syuzhet_average -0.774 -0.587 -0.795 -0.541 -0.745
## bpldGuatemala:syuzhet_average -0.754 -0.571 -0.773 -0.527 -0.725
## bpldGuyana:syuzhet_average -0.540 -0.407 -0.556 -0.378 -0.519
## bpldHonduras:syuzhet_average -0.708 -0.537 -0.729 -0.496 -0.683
## bpldMexico:syuzhet_average -0.816 -0.621 -0.838 -0.572 -0.787
## bpldNicaragua:syuzhet_average -0.561 -0.425 -0.576 -0.393 -0.542
## bpldPanama:syuzhet_average -0.570 -0.433 -0.587 -0.401 -0.550
## bpldParaguay:syuzhet_average -0.282 -0.213 -0.289 -0.197 -0.270
## bpldPeru:syuzhet_average -0.686 -0.519 -0.705 -0.480 -0.659
## bpldUruguay:syuzhet_average -0.337 -0.254 -0.346 -0.236 -0.323
## bpldVenezuela:syuzhet_average -0.608 -0.459 -0.624 -0.424 -0.587
## bpldDR bpldEc bpldES bpldGt bpldGy
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador 0.665
## bpldEl Salvador 0.809 0.699
## bpldGuatemala 0.788 0.679 0.850
## bpldGuyana 0.551 0.473 0.575 0.559
## bpldHonduras 0.751 0.649 0.809 0.784 0.535
## bpldMexico 0.852 0.740 0.927 0.899 0.608
## bpldNicaragua 0.586 0.507 0.633 0.614 0.419
## bpldPanama 0.616 0.534 0.659 0.640 0.440
## bpldParaguay 0.295 0.255 0.314 0.305 0.210
## bpldPeru 0.720 0.621 0.767 0.745 0.512
## bpldUruguay 0.354 0.305 0.375 0.364 0.252
## bpldVenezuela 0.650 0.562 0.696 0.675 0.464
## syuzhet_average 0.801 0.695 0.864 0.840 0.574
## value 0.004 0.002 0.000 0.002 0.002
## percent_emp_x -0.013 -0.002 0.011 0.006 -0.006
## bpldBelize:syuzhet_average -0.373 -0.325 -0.406 -0.393 -0.266
## bpldBolivia:syuzhet_average -0.392 -0.339 -0.421 -0.408 -0.280
## bpldBrazil:syuzhet_average -0.722 -0.618 -0.762 -0.741 -0.510
## bpldChile:syuzhet_average -0.542 -0.469 -0.581 -0.564 -0.387
## bpldColumbia:syuzhet_average -0.750 -0.644 -0.792 -0.769 -0.532
## bpldCosta Rica:syuzhet_average -0.502 -0.434 -0.534 -0.519 -0.358
## bpldCuba:syuzhet_average -0.686 -0.593 -0.734 -0.712 -0.491
## bpldDominican Republic:syuzhet_average -0.983 -0.659 -0.799 -0.778 -0.545
## bpldEcuador:syuzhet_average -0.669 -0.985 -0.702 -0.682 -0.476
## bpldEl Salvador:syuzhet_average -0.795 -0.688 -0.982 -0.836 -0.566
## bpldGuatemala:syuzhet_average -0.776 -0.669 -0.838 -0.982 -0.551
## bpldGuyana:syuzhet_average -0.565 -0.485 -0.589 -0.573 -0.987
## bpldHonduras:syuzhet_average -0.731 -0.632 -0.786 -0.762 -0.520
## bpldMexico:syuzhet_average -0.836 -0.725 -0.910 -0.882 -0.597
## bpldNicaragua:syuzhet_average -0.577 -0.499 -0.623 -0.604 -0.412
## bpldPanama:syuzhet_average -0.588 -0.510 -0.630 -0.611 -0.419
## bpldParaguay:syuzhet_average -0.291 -0.252 -0.309 -0.301 -0.208
## bpldPeru:syuzhet_average -0.710 -0.612 -0.756 -0.734 -0.505
## bpldUruguay:syuzhet_average -0.350 -0.301 -0.370 -0.359 -0.249
## bpldVenezuela:syuzhet_average -0.625 -0.541 -0.668 -0.648 -0.446
## bpldHn bpldMx bpldNc bpldPn bpldPrg
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico 0.855
## bpldNicaragua 0.585 0.670
## bpldPanama 0.612 0.700 0.479
## bpldParaguay 0.291 0.333 0.227 0.239
## bpldPeru 0.710 0.813 0.556 0.583 0.278
## bpldUruguay 0.348 0.396 0.272 0.286 0.136
## bpldVenezuela 0.646 0.737 0.505 0.530 0.252
## syuzhet_average 0.800 0.921 0.626 0.662 0.312
## value 0.002 0.001 0.001 0.002 0.000
## percent_emp_x 0.006 0.019 0.006 0.004 -0.001
## bpldBelize:syuzhet_average -0.374 -0.430 -0.293 -0.306 -0.146
## bpldBolivia:syuzhet_average -0.389 -0.446 -0.305 -0.321 -0.152
## bpldBrazil:syuzhet_average -0.706 -0.806 -0.552 -0.579 -0.277
## bpldChile:syuzhet_average -0.537 -0.616 -0.421 -0.441 -0.211
## bpldColumbia:syuzhet_average -0.735 -0.837 -0.574 -0.603 -0.288
## bpldCosta Rica:syuzhet_average -0.495 -0.566 -0.388 -0.408 -0.194
## bpldCuba:syuzhet_average -0.681 -0.778 -0.533 -0.559 -0.266
## bpldDominican Republic:syuzhet_average -0.743 -0.842 -0.579 -0.609 -0.292
## bpldEcuador:syuzhet_average -0.652 -0.742 -0.509 -0.536 -0.256
## bpldEl Salvador:syuzhet_average -0.796 -0.913 -0.623 -0.649 -0.309
## bpldGuatemala:syuzhet_average -0.772 -0.886 -0.605 -0.631 -0.301
## bpldGuyana:syuzhet_average -0.548 -0.623 -0.429 -0.452 -0.216
## bpldHonduras:syuzhet_average -0.981 -0.832 -0.569 -0.595 -0.283
## bpldMexico:syuzhet_average -0.838 -0.981 -0.658 -0.686 -0.326
## bpldNicaragua:syuzhet_average -0.575 -0.660 -0.983 -0.471 -0.224
## bpldPanama:syuzhet_average -0.584 -0.668 -0.458 -0.977 -0.229
## bpldParaguay:syuzhet_average -0.287 -0.328 -0.224 -0.236 -0.981
## bpldPeru:syuzhet_average -0.700 -0.801 -0.548 -0.575 -0.274
## bpldUruguay:syuzhet_average -0.344 -0.391 -0.268 -0.282 -0.135
## bpldVenezuela:syuzhet_average -0.620 -0.708 -0.485 -0.509 -0.242
## bpldPer bpldUr bpldVn syzht_ value
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay 0.332
## bpldVenezuela 0.614 0.302
## syuzhet_average 0.762 0.371 0.692
## value 0.002 0.002 0.001 -0.042
## percent_emp_x 0.001 -0.004 -0.001 -0.014 -0.006
## bpldBelize:syuzhet_average -0.356 -0.174 -0.323 -0.416 -0.001
## bpldBolivia:syuzhet_average -0.371 -0.182 -0.336 -0.433 0.000
## bpldBrazil:syuzhet_average -0.675 -0.331 -0.613 -0.786 0.001
## bpldChile:syuzhet_average -0.513 -0.250 -0.465 -0.601 0.001
## bpldColumbia:syuzhet_average -0.701 -0.344 -0.637 -0.815 -0.003
## bpldCosta Rica:syuzhet_average -0.473 -0.232 -0.429 -0.552 -0.001
## bpldCuba:syuzhet_average -0.648 -0.318 -0.592 -0.757 -0.002
## bpldDominican Republic:syuzhet_average -0.712 -0.351 -0.644 -0.822 -0.004
## bpldEcuador:syuzhet_average -0.624 -0.307 -0.565 -0.723 -0.002
## bpldEl Salvador:syuzhet_average -0.755 -0.369 -0.685 -0.882 0.000
## bpldGuatemala:syuzhet_average -0.735 -0.359 -0.665 -0.859 -0.001
## bpldGuyana:syuzhet_average -0.526 -0.259 -0.477 -0.609 -0.003
## bpldHonduras:syuzhet_average -0.691 -0.339 -0.628 -0.808 -0.002
## bpldMexico:syuzhet_average -0.797 -0.389 -0.723 -0.938 0.000
## bpldNicaragua:syuzhet_average -0.547 -0.267 -0.497 -0.640 -0.001
## bpldPanama:syuzhet_average -0.557 -0.273 -0.506 -0.656 -0.002
## bpldParaguay:syuzhet_average -0.274 -0.134 -0.249 -0.319 0.000
## bpldPeru:syuzhet_average -0.983 -0.327 -0.606 -0.779 -0.002
## bpldUruguay:syuzhet_average -0.328 -0.986 -0.298 -0.380 -0.002
## bpldVenezuela:syuzhet_average -0.590 -0.290 -0.982 -0.690 -0.001
## prcn__ bpldBlz:_ bpldBlv:_ bpldBr:_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhet_average
## value
## percent_emp_x
## bpldBelize:syuzhet_average -0.001
## bpldBolivia:syuzhet_average 0.000 0.203
## bpldBrazil:syuzhet_average 0.003 0.367 0.382
## bpldChile:syuzhet_average -0.001 0.280 0.291 0.530
## bpldColumbia:syuzhet_average 0.000 0.381 0.398 0.726
## bpldCosta Rica:syuzhet_average 0.003 0.258 0.269 0.489
## bpldCuba:syuzhet_average 0.001 0.354 0.369 0.670
## bpldDominican Republic:syuzhet_average 0.011 0.384 0.403 0.741
## bpldEcuador:syuzhet_average 0.001 0.338 0.353 0.645
## bpldEl Salvador:syuzhet_average -0.009 0.415 0.430 0.778
## bpldGuatemala:syuzhet_average -0.005 0.403 0.418 0.758
## bpldGuyana:syuzhet_average 0.005 0.284 0.297 0.543
## bpldHonduras:syuzhet_average -0.005 0.378 0.393 0.713
## bpldMexico:syuzhet_average -0.016 0.438 0.454 0.821
## bpldNicaragua:syuzhet_average -0.006 0.300 0.311 0.564
## bpldPanama:syuzhet_average -0.004 0.304 0.318 0.574
## bpldParaguay:syuzhet_average 0.001 0.149 0.156 0.284
## bpldPeru:syuzhet_average 0.000 0.364 0.379 0.690
## bpldUruguay:syuzhet_average 0.004 0.178 0.186 0.339
## bpldVenezuela:syuzhet_average 0.001 0.322 0.335 0.611
## bpldCh:_ bpldCl:_ bpCR:_ bpldCb:_ bpDR:_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhet_average
## value
## percent_emp_x
## bpldBelize:syuzhet_average
## bpldBolivia:syuzhet_average
## bpldBrazil:syuzhet_average
## bpldChile:syuzhet_average
## bpldColumbia:syuzhet_average 0.550
## bpldCosta Rica:syuzhet_average 0.371 0.508
## bpldCuba:syuzhet_average 0.509 0.697 0.470
## bpldDominican Republic:syuzhet_average 0.556 0.770 0.516 0.704
## bpldEcuador:syuzhet_average 0.489 0.672 0.452 0.618 0.688
## bpldEl Salvador:syuzhet_average 0.593 0.808 0.546 0.749 0.816
## bpldGuatemala:syuzhet_average 0.577 0.786 0.531 0.729 0.795
## bpldGuyana:syuzhet_average 0.411 0.566 0.381 0.522 0.581
## bpldHonduras:syuzhet_average 0.542 0.742 0.500 0.687 0.750
## bpldMexico:syuzhet_average 0.628 0.852 0.577 0.792 0.857
## bpldNicaragua:syuzhet_average 0.430 0.586 0.396 0.545 0.592
## bpldPanama:syuzhet_average 0.437 0.597 0.405 0.554 0.604
## bpldParaguay:syuzhet_average 0.215 0.295 0.199 0.272 0.299
## bpldPeru:syuzhet_average 0.525 0.718 0.484 0.663 0.729
## bpldUruguay:syuzhet_average 0.257 0.353 0.238 0.325 0.360
## bpldVenezuela:syuzhet_average 0.464 0.636 0.428 0.591 0.642
## bplE:_ bpES:_ bpldGt:_ bpldGy:_ bplH:_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhet_average
## value
## percent_emp_x
## bpldBelize:syuzhet_average
## bpldBolivia:syuzhet_average
## bpldBrazil:syuzhet_average
## bpldChile:syuzhet_average
## bpldColumbia:syuzhet_average
## bpldCosta Rica:syuzhet_average
## bpldCuba:syuzhet_average
## bpldDominican Republic:syuzhet_average
## bpldEcuador:syuzhet_average
## bpldEl Salvador:syuzhet_average 0.717
## bpldGuatemala:syuzhet_average 0.697 0.856
## bpldGuyana:syuzhet_average 0.507 0.602 0.586
## bpldHonduras:syuzhet_average 0.659 0.803 0.779 0.554
## bpldMexico:syuzhet_average 0.755 0.930 0.903 0.634 0.846
## bpldNicaragua:syuzhet_average 0.520 0.636 0.618 0.438 0.581
## bpldPanama:syuzhet_average 0.531 0.643 0.625 0.447 0.590
## bpldParaguay:syuzhet_average 0.262 0.316 0.308 0.221 0.290
## bpldPeru:syuzhet_average 0.639 0.772 0.751 0.538 0.707
## bpldUruguay:syuzhet_average 0.314 0.378 0.367 0.265 0.347
## bpldVenezuela:syuzhet_average 0.564 0.682 0.663 0.475 0.626
## bplM:_ bplN:_ bpldPn:_ bpldPrg:_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhet_average
## value
## percent_emp_x
## bpldBelize:syuzhet_average
## bpldBolivia:syuzhet_average
## bpldBrazil:syuzhet_average
## bpldChile:syuzhet_average
## bpldColumbia:syuzhet_average
## bpldCosta Rica:syuzhet_average
## bpldCuba:syuzhet_average
## bpldDominican Republic:syuzhet_average
## bpldEcuador:syuzhet_average
## bpldEl Salvador:syuzhet_average
## bpldGuatemala:syuzhet_average
## bpldGuyana:syuzhet_average
## bpldHonduras:syuzhet_average
## bpldMexico:syuzhet_average
## bpldNicaragua:syuzhet_average 0.672
## bpldPanama:syuzhet_average 0.680 0.467
## bpldParaguay:syuzhet_average 0.334 0.229 0.234
## bpldPeru:syuzhet_average 0.815 0.560 0.570 0.280
## bpldUruguay:syuzhet_average 0.398 0.274 0.280 0.138
## bpldVenezuela:syuzhet_average 0.720 0.495 0.505 0.248
## bpldPr:s_ bplU:_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhet_average
## value
## percent_emp_x
## bpldBelize:syuzhet_average
## bpldBolivia:syuzhet_average
## bpldBrazil:syuzhet_average
## bpldChile:syuzhet_average
## bpldColumbia:syuzhet_average
## bpldCosta Rica:syuzhet_average
## bpldCuba:syuzhet_average
## bpldDominican Republic:syuzhet_average
## bpldEcuador:syuzhet_average
## bpldEl Salvador:syuzhet_average
## bpldGuatemala:syuzhet_average
## bpldGuyana:syuzhet_average
## bpldHonduras:syuzhet_average
## bpldMexico:syuzhet_average
## bpldNicaragua:syuzhet_average
## bpldPanama:syuzhet_average
## bpldParaguay:syuzhet_average
## bpldPeru:syuzhet_average
## bpldUruguay:syuzhet_average 0.335
## bpldVenezuela:syuzhet_average 0.604 0.297
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -13.9282467 -0.4112310 0.1073807 0.5628375 4.7579186
##
## Number of Observations: 326347
## Number of Groups: 226- sentiment not significant
- interaction significant for cuba
3.4 Log Wage Model by Birthplace (reference is Mexico)
model5.3<-lme(logwage ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhet_average + value + percent_emp_x + syuzhet_average*bpld,
data = data_final_1865_2, method = "ML", na.action = "na.omit", random = ~1|NAME)
summary(model5.3)## Linear mixed-effects model fit by maximum likelihood
## Data: data_final_1865_2
## AIC BIC logLik
## 1624339 1625012 -812106.3
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.2829924 2.912604
##
## Fixed effects: logwage ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhet_average + value + percent_emp_x + syuzhet_average * bpld
## Value Std.Error DF t-value
## (Intercept) 10.299171 0.6327436 326064 16.27700
## racecat2Black 0.152220 0.0377659 326064 4.03063
## racecat2Indigenous -0.048236 0.0539521 326064 -0.89406
## racecat2Asian 0.161788 0.0600272 326064 2.69525
## racecat2Other -0.039678 0.0112106 326064 -3.53935
## female -0.436708 0.0106110 326064 -41.15599
## maritalmarried 0.079744 0.0187055 326064 4.26313
## maritalseparated -0.118084 0.0308061 326064 -3.83313
## maritalsingle -0.039992 0.0212346 326064 -1.88336
## maritalwidowed -0.051883 0.0476428 326064 -1.08899
## age -0.014249 0.0006129 326064 -23.25035
## citizennaturalized citizen 0.076001 0.0323601 326064 2.34860
## citizennot a citizen -0.351839 0.0326472 326064 -10.77702
## yrsusa1 0.011393 0.0005786 326064 19.68887
## speakengrecode_num -0.059167 0.0043880 326064 -13.48385
## edcatHS -0.795452 0.0148579 326064 -53.53737
## edcatLess than HS -0.915385 0.0175216 326064 -52.24322
## edcatSome Col -0.561047 0.0176744 326064 -31.74353
## bpldBelize -1.086394 0.6458489 326064 -1.68212
## bpldBolivia -0.298184 0.5976280 326064 -0.49895
## bpldBrazil -1.059756 0.3242233 326064 -3.26860
## bpldChile 0.104381 0.4285611 326064 0.24356
## bpldColumbia -0.210745 0.3164361 326064 -0.66600
## bpldCosta Rica -0.158473 0.4644048 326064 -0.34124
## bpldCuba 0.109520 0.3377090 326064 0.32430
## bpldDominican Republic -0.294338 0.3147426 326064 -0.93517
## bpldEcuador -0.183948 0.3646478 326064 -0.50446
## bpldEl Salvador 0.249023 0.2941555 326064 0.84657
## bpldGuatemala 0.572344 0.3030069 326064 1.88888
## bpldGuyana -0.254092 0.4421652 326064 -0.57465
## bpldHonduras -0.087436 0.3181343 326064 -0.27484
## bpldMexico -0.142802 0.2774297 326064 -0.51473
## bpldNicaragua -0.592145 0.4062199 326064 -1.45770
## bpldPanama -0.426623 0.3876220 326064 -1.10062
## bpldParaguay -0.530596 0.8132318 326064 -0.65245
## bpldPeru -0.578468 0.3332558 326064 -1.73581
## bpldUruguay -1.785439 0.6810998 326064 -2.62141
## bpldVenezuela 0.564114 0.3675346 326064 1.53486
## syuzhet_average -0.591891 0.5954369 222 -0.99405
## value 0.000000 0.0000000 222 0.72052
## percent_emp_x 0.011359 0.0072068 222 1.57612
## bpldBelize:syuzhet_average 2.576676 1.2901127 326064 1.99725
## bpldBolivia:syuzhet_average 0.231658 1.2407710 326064 0.18670
## bpldBrazil:syuzhet_average 1.021117 0.6812892 326064 1.49880
## bpldChile:syuzhet_average -0.450916 0.8962147 326064 -0.50313
## bpldColumbia:syuzhet_average 0.411905 0.6569239 326064 0.62702
## bpldCosta Rica:syuzhet_average 0.264209 0.9729757 326064 0.27155
## bpldCuba:syuzhet_average -0.104041 0.7096076 326064 -0.14662
## bpldDominican Republic:syuzhet_average 0.637658 0.6480743 326064 0.98393
## bpldEcuador:syuzhet_average 0.217047 0.7392737 326064 0.29359
## bpldEl Salvador:syuzhet_average -0.426876 0.6084033 326064 -0.70163
## bpldGuatemala:syuzhet_average -1.807716 0.6256122 326064 -2.88952
## bpldGuyana:syuzhet_average 0.782655 0.8780159 326064 0.89139
## bpldHonduras:syuzhet_average 0.113760 0.6657136 326064 0.17088
## bpldMexico:syuzhet_average 0.404165 0.5755544 326064 0.70222
## bpldNicaragua:syuzhet_average 1.256077 0.8401929 326064 1.49499
## bpldPanama:syuzhet_average 1.488428 0.8263103 326064 1.80129
## bpldParaguay:syuzhet_average -0.437296 1.6790407 326064 -0.26044
## bpldPeru:syuzhet_average 1.089162 0.6885913 326064 1.58172
## bpldUruguay:syuzhet_average 3.509561 1.4053478 326064 2.49729
## bpldVenezuela:syuzhet_average -1.235713 0.7787018 326064 -1.58689
## p-value
## (Intercept) 0.0000
## racecat2Black 0.0001
## racecat2Indigenous 0.3713
## racecat2Asian 0.0070
## racecat2Other 0.0004
## female 0.0000
## maritalmarried 0.0000
## maritalseparated 0.0001
## maritalsingle 0.0597
## maritalwidowed 0.2762
## age 0.0000
## citizennaturalized citizen 0.0188
## citizennot a citizen 0.0000
## yrsusa1 0.0000
## speakengrecode_num 0.0000
## edcatHS 0.0000
## edcatLess than HS 0.0000
## edcatSome Col 0.0000
## bpldBelize 0.0925
## bpldBolivia 0.6178
## bpldBrazil 0.0011
## bpldChile 0.8076
## bpldColumbia 0.5054
## bpldCosta Rica 0.7329
## bpldCuba 0.7457
## bpldDominican Republic 0.3497
## bpldEcuador 0.6139
## bpldEl Salvador 0.3972
## bpldGuatemala 0.0589
## bpldGuyana 0.5655
## bpldHonduras 0.7834
## bpldMexico 0.6067
## bpldNicaragua 0.1449
## bpldPanama 0.2711
## bpldParaguay 0.5141
## bpldPeru 0.0826
## bpldUruguay 0.0088
## bpldVenezuela 0.1248
## syuzhet_average 0.3213
## value 0.4720
## percent_emp_x 0.1164
## bpldBelize:syuzhet_average 0.0458
## bpldBolivia:syuzhet_average 0.8519
## bpldBrazil:syuzhet_average 0.1339
## bpldChile:syuzhet_average 0.6149
## bpldColumbia:syuzhet_average 0.5306
## bpldCosta Rica:syuzhet_average 0.7860
## bpldCuba:syuzhet_average 0.8834
## bpldDominican Republic:syuzhet_average 0.3252
## bpldEcuador:syuzhet_average 0.7691
## bpldEl Salvador:syuzhet_average 0.4829
## bpldGuatemala:syuzhet_average 0.0039
## bpldGuyana:syuzhet_average 0.3727
## bpldHonduras:syuzhet_average 0.8643
## bpldMexico:syuzhet_average 0.4825
## bpldNicaragua:syuzhet_average 0.1349
## bpldPanama:syuzhet_average 0.0717
## bpldParaguay:syuzhet_average 0.7945
## bpldPeru:syuzhet_average 0.1137
## bpldUruguay:syuzhet_average 0.0125
## bpldVenezuela:syuzhet_average 0.1125
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O
## racecat2Black 0.003
## racecat2Indigenous 0.003 0.030
## racecat2Asian 0.005 0.202 0.021
## racecat2Other 0.008 0.159 0.087 0.100
## female -0.012 -0.003 0.003 -0.002 0.001
## maritalmarried -0.030 0.011 0.000 -0.002 0.006
## maritalseparated -0.016 0.000 0.000 0.001 -0.007
## maritalsingle -0.032 -0.005 -0.002 -0.002 -0.007
## maritalwidowed -0.007 -0.002 0.002 -0.002 0.000
## age -0.033 -0.009 0.002 0.004 0.018
## citizennaturalized citizen -0.044 -0.015 -0.002 -0.012 -0.020
## citizennot a citizen -0.047 -0.014 -0.001 -0.007 -0.028
## yrsusa1 -0.010 0.003 -0.002 0.003 0.001
## speakengrecode_num -0.010 -0.001 0.000 0.003 -0.012
## edcatHS -0.003 0.011 0.001 0.011 -0.042
## edcatLess than HS 0.001 0.013 -0.003 0.006 -0.048
## edcatSome Col -0.011 0.002 -0.002 0.009 -0.025
## bpldBelize -0.185 0.000 -0.009 -0.007 -0.010
## bpldBolivia -0.200 -0.002 -0.004 -0.007 -0.005
## bpldBrazil -0.360 -0.006 0.000 -0.004 -0.004
## bpldChile -0.278 -0.001 0.001 -0.003 -0.003
## bpldColumbia -0.374 -0.005 0.000 -0.006 -0.007
## bpldCosta Rica -0.253 0.001 0.000 -0.003 -0.006
## bpldCuba -0.351 -0.012 0.000 -0.005 -0.007
## bpldDominican Republic -0.362 -0.021 -0.002 -0.009 -0.014
## bpldEcuador -0.323 -0.003 -0.002 -0.005 -0.004
## bpldEl Salvador -0.414 -0.003 -0.002 -0.007 -0.010
## bpldGuatemala -0.398 -0.004 -0.003 -0.008 -0.010
## bpldGuyana -0.262 -0.055 -0.006 -0.030 -0.015
## bpldHonduras -0.380 -0.005 0.000 -0.006 -0.008
## bpldMexico -0.449 -0.002 -0.002 -0.007 -0.007
## bpldNicaragua -0.299 -0.003 -0.004 -0.006 -0.009
## bpldPanama -0.315 0.002 0.001 -0.001 -0.005
## bpldParaguay -0.145 -0.001 -0.003 -0.005 -0.004
## bpldPeru -0.357 -0.003 -0.002 -0.001 -0.010
## bpldUruguay -0.170 0.000 0.001 -0.002 -0.001
## bpldVenezuela -0.323 -0.002 -0.001 0.000 -0.005
## syuzhet_average -0.427 0.001 0.001 -0.008 0.004
## value 0.008 -0.002 0.000 -0.001 -0.008
## percent_emp_x -0.891 -0.004 -0.004 -0.004 -0.011
## bpldBelize:syuzhet_average 0.188 -0.032 0.007 0.001 0.002
## bpldBolivia:syuzhet_average 0.196 0.002 0.003 0.007 0.002
## bpldBrazil:syuzhet_average 0.351 0.003 0.000 0.001 0.001
## bpldChile:syuzhet_average 0.271 0.001 -0.001 0.004 0.000
## bpldColumbia:syuzhet_average 0.367 0.004 -0.001 0.009 0.002
## bpldCosta Rica:syuzhet_average 0.246 -0.006 -0.001 0.004 0.002
## bpldCuba:syuzhet_average 0.341 0.008 0.000 0.007 0.004
## bpldDominican Republic:syuzhet_average 0.360 0.005 0.000 0.008 -0.001
## bpldEcuador:syuzhet_average 0.325 0.001 0.000 0.007 -0.004
## bpldEl Salvador:syuzhet_average 0.406 0.001 0.000 0.009 -0.001
## bpldGuatemala:syuzhet_average 0.392 0.001 -0.001 0.010 -0.002
## bpldGuyana:syuzhet_average 0.269 0.013 0.003 -0.012 0.002
## bpldHonduras:syuzhet_average 0.369 0.000 -0.002 0.007 -0.002
## bpldMexico:syuzhet_average 0.439 0.000 -0.001 0.009 -0.002
## bpldNicaragua:syuzhet_average 0.294 0.001 0.003 0.007 0.001
## bpldPanama:syuzhet_average 0.301 -0.029 -0.002 -0.007 -0.004
## bpldParaguay:syuzhet_average 0.143 0.001 0.001 0.004 0.002
## bpldPeru:syuzhet_average 0.352 0.001 -0.001 0.001 0.001
## bpldUruguay:syuzhet_average 0.168 0.000 -0.001 0.003 0.001
## bpldVenezuela:syuzhet_average 0.310 -0.001 0.000 -0.001 0.000
## female mrtlmr mrtlsp mrtlsn mrtlwd
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried 0.100
## maritalseparated -0.018 0.523
## maritalsingle 0.072 0.788 0.473
## maritalwidowed -0.037 0.331 0.205 0.280
## age -0.009 0.051 0.017 0.245 -0.046
## citizennaturalized citizen -0.012 -0.004 0.006 0.030 0.003
## citizennot a citizen 0.011 -0.007 -0.006 0.011 -0.002
## yrsusa1 0.016 0.021 0.017 -0.002 0.007
## speakengrecode_num 0.019 -0.004 0.000 0.020 0.008
## edcatHS 0.072 0.004 -0.022 -0.004 -0.012
## edcatLess than HS 0.078 -0.014 -0.030 -0.026 -0.025
## edcatSome Col 0.025 0.021 -0.006 0.004 -0.003
## bpldBelize 0.000 0.000 -0.001 0.000 0.001
## bpldBolivia -0.003 0.000 0.000 0.002 -0.001
## bpldBrazil -0.003 -0.001 -0.001 0.000 -0.002
## bpldChile 0.000 -0.001 -0.003 -0.002 -0.001
## bpldColumbia -0.004 0.001 -0.002 -0.001 -0.001
## bpldCosta Rica -0.003 0.001 0.002 0.003 -0.001
## bpldCuba -0.001 0.001 -0.003 -0.002 -0.002
## bpldDominican Republic -0.002 0.004 -0.003 0.000 -0.001
## bpldEcuador -0.003 -0.002 -0.002 -0.003 -0.002
## bpldEl Salvador -0.002 0.000 -0.003 -0.002 -0.002
## bpldGuatemala 0.001 0.002 -0.002 0.000 -0.002
## bpldGuyana -0.002 0.002 -0.001 0.001 0.000
## bpldHonduras -0.002 0.001 -0.004 -0.002 -0.002
## bpldMexico -0.001 0.000 -0.003 0.000 -0.002
## bpldNicaragua -0.001 0.000 -0.002 -0.001 0.000
## bpldPanama -0.005 0.002 -0.001 0.002 0.000
## bpldParaguay 0.000 -0.001 -0.003 -0.005 -0.003
## bpldPeru -0.004 0.002 -0.002 0.000 -0.002
## bpldUruguay 0.002 -0.002 -0.002 -0.002 0.001
## bpldVenezuela -0.002 -0.001 -0.001 0.000 -0.001
## syuzhet_average -0.001 0.002 -0.001 0.001 0.000
## value 0.000 -0.001 -0.002 -0.005 0.000
## percent_emp_x 0.002 0.000 0.001 -0.003 0.000
## bpldBelize:syuzhet_average -0.002 0.001 0.000 0.000 -0.001
## bpldBolivia:syuzhet_average 0.003 0.000 0.000 -0.001 0.001
## bpldBrazil:syuzhet_average 0.001 0.002 0.001 0.002 0.002
## bpldChile:syuzhet_average 0.000 0.001 0.002 0.001 0.000
## bpldColumbia:syuzhet_average 0.001 0.000 0.002 0.001 0.001
## bpldCosta Rica:syuzhet_average 0.002 0.000 -0.002 -0.001 0.001
## bpldCuba:syuzhet_average 0.001 0.000 0.002 0.001 0.001
## bpldDominican Republic:syuzhet_average -0.001 -0.002 0.001 0.001 0.001
## bpldEcuador:syuzhet_average 0.002 0.003 0.001 0.003 0.002
## bpldEl Salvador:syuzhet_average 0.001 -0.001 0.002 0.000 0.001
## bpldGuatemala:syuzhet_average 0.000 -0.003 0.000 -0.003 0.000
## bpldGuyana:syuzhet_average 0.000 -0.003 0.000 -0.002 -0.001
## bpldHonduras:syuzhet_average 0.000 -0.001 0.002 0.000 0.001
## bpldMexico:syuzhet_average 0.001 -0.002 0.001 -0.001 0.001
## bpldNicaragua:syuzhet_average 0.000 0.001 0.001 0.001 -0.001
## bpldPanama:syuzhet_average 0.002 -0.002 0.001 -0.002 0.000
## bpldParaguay:syuzhet_average -0.001 0.002 0.003 0.005 0.002
## bpldPeru:syuzhet_average 0.002 -0.001 0.001 0.000 0.002
## bpldUruguay:syuzhet_average -0.002 0.003 0.003 0.003 -0.001
## bpldVenezuela:syuzhet_average 0.000 0.000 0.001 0.001 0.000
## age ctznnc ctznac yrsus1 spkng_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen -0.084
## citizennot a citizen -0.079 0.928
## yrsusa1 -0.502 0.043 0.170
## speakengrecode_num -0.085 -0.058 -0.062 0.066
## edcatHS -0.023 -0.017 -0.071 -0.003 -0.094
## edcatLess than HS -0.152 -0.007 -0.085 0.027 -0.052
## edcatSome Col 0.053 -0.017 -0.033 -0.048 -0.033
## bpldBelize 0.003 -0.001 -0.001 -0.003 0.004
## bpldBolivia 0.004 0.002 0.002 0.001 0.001
## bpldBrazil 0.003 0.001 -0.001 0.005 -0.001
## bpldChile -0.001 0.001 0.001 0.001 0.000
## bpldColumbia 0.004 -0.002 -0.001 0.005 -0.001
## bpldCosta Rica 0.004 0.006 0.006 0.003 0.000
## bpldCuba -0.001 0.003 0.002 0.015 -0.006
## bpldDominican Republic 0.006 -0.002 0.000 0.005 -0.006
## bpldEcuador 0.004 0.001 0.002 0.003 0.002
## bpldEl Salvador 0.010 -0.004 -0.006 -0.004 -0.005
## bpldGuatemala 0.014 -0.002 -0.002 -0.002 -0.004
## bpldGuyana 0.001 -0.006 -0.005 -0.004 0.007
## bpldHonduras 0.013 -0.004 -0.005 0.001 -0.001
## bpldMexico 0.012 -0.004 -0.005 -0.004 -0.006
## bpldNicaragua 0.006 -0.005 -0.005 -0.004 0.000
## bpldPanama 0.004 0.043 0.041 -0.009 0.003
## bpldParaguay 0.003 0.003 0.004 -0.002 0.002
## bpldPeru 0.000 0.002 0.003 0.004 0.000
## bpldUruguay 0.000 -0.005 -0.005 0.001 0.001
## bpldVenezuela -0.003 0.004 0.004 0.009 -0.003
## syuzhet_average 0.002 -0.002 -0.002 0.002 0.000
## value -0.003 -0.005 -0.005 -0.002 -0.004
## percent_emp_x 0.004 0.002 0.004 0.005 -0.006
## bpldBelize:syuzhet_average -0.003 0.001 0.002 0.003 0.001
## bpldBolivia:syuzhet_average -0.003 -0.002 -0.002 0.000 -0.003
## bpldBrazil:syuzhet_average -0.003 0.001 0.003 0.000 0.001
## bpldChile:syuzhet_average 0.001 0.000 0.000 -0.002 0.000
## bpldColumbia:syuzhet_average -0.004 0.002 0.003 -0.002 -0.002
## bpldCosta Rica:syuzhet_average -0.002 -0.003 -0.003 -0.004 -0.001
## bpldCuba:syuzhet_average 0.000 -0.003 -0.002 -0.015 0.004
## bpldDominican Republic:syuzhet_average -0.004 0.003 0.002 -0.002 0.003
## bpldEcuador:syuzhet_average -0.001 -0.001 -0.002 -0.003 -0.005
## bpldEl Salvador:syuzhet_average -0.005 0.003 0.004 0.001 0.000
## bpldGuatemala:syuzhet_average -0.006 0.001 0.002 0.001 -0.001
## bpldGuyana:syuzhet_average -0.004 0.005 0.006 0.007 0.004
## bpldHonduras:syuzhet_average -0.006 0.004 0.004 -0.001 -0.003
## bpldMexico:syuzhet_average -0.003 0.003 0.003 -0.002 0.001
## bpldNicaragua:syuzhet_average -0.003 0.004 0.005 0.002 -0.003
## bpldPanama:syuzhet_average -0.003 -0.021 -0.020 0.002 -0.002
## bpldParaguay:syuzhet_average -0.002 -0.002 -0.003 0.002 -0.002
## bpldPeru:syuzhet_average -0.001 -0.002 -0.001 0.000 -0.004
## bpldUruguay:syuzhet_average 0.000 0.005 0.005 -0.001 -0.002
## bpldVenezuela:syuzhet_average 0.003 -0.001 -0.001 -0.003 0.001
## edctHS edLtHS edctSC bpldBlz bpldBlv
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS 0.650
## edcatSome Col 0.546 0.471
## bpldBelize -0.001 -0.002 -0.001
## bpldBolivia 0.000 -0.001 -0.003 0.195
## bpldBrazil -0.005 -0.004 -0.004 0.358 0.388
## bpldChile -0.003 -0.001 -0.002 0.272 0.293
## bpldColumbia 0.004 0.002 0.002 0.368 0.398
## bpldCosta Rica 0.000 -0.001 -0.002 0.251 0.272
## bpldCuba -0.009 -0.005 -0.006 0.346 0.374
## bpldDominican Republic -0.015 -0.013 -0.012 0.367 0.400
## bpldEcuador -0.001 -0.002 -0.002 0.319 0.346
## bpldEl Salvador -0.022 -0.023 -0.012 0.398 0.429
## bpldGuatemala -0.018 -0.022 -0.011 0.386 0.416
## bpldGuyana -0.001 0.000 0.000 0.263 0.285
## bpldHonduras -0.019 -0.022 -0.010 0.367 0.396
## bpldMexico -0.021 -0.021 -0.012 0.422 0.454
## bpldNicaragua -0.008 -0.007 -0.005 0.288 0.311
## bpldPanama -0.010 -0.008 -0.008 0.301 0.327
## bpldParaguay 0.001 0.000 0.000 0.143 0.155
## bpldPeru 0.000 0.000 -0.001 0.349 0.378
## bpldUruguay -0.003 -0.001 -0.002 0.171 0.185
## bpldVenezuela 0.006 0.005 0.005 0.317 0.343
## syuzhet_average -0.004 -0.002 -0.003 0.398 0.431
## value 0.000 0.002 0.001 0.001 0.000
## percent_emp_x 0.000 0.002 0.005 0.001 0.001
## bpldBelize:syuzhet_average -0.003 -0.001 -0.002 -0.985 -0.199
## bpldBolivia:syuzhet_average -0.003 -0.001 -0.001 -0.192 -0.988
## bpldBrazil:syuzhet_average 0.004 0.004 0.004 -0.347 -0.376
## bpldChile:syuzhet_average 0.002 0.001 0.002 -0.265 -0.286
## bpldColumbia:syuzhet_average -0.006 -0.004 -0.005 -0.360 -0.391
## bpldCosta Rica:syuzhet_average -0.005 -0.003 -0.002 -0.244 -0.264
## bpldCuba:syuzhet_average 0.002 0.001 0.003 -0.335 -0.362
## bpldDominican Republic:syuzhet_average 0.005 0.003 0.005 -0.363 -0.396
## bpldEcuador:syuzhet_average -0.006 -0.005 -0.003 -0.320 -0.347
## bpldEl Salvador:syuzhet_average 0.005 0.005 0.004 -0.392 -0.422
## bpldGuatemala:syuzhet_average 0.003 0.003 0.003 -0.381 -0.411
## bpldGuyana:syuzhet_average -0.007 -0.006 -0.004 -0.269 -0.292
## bpldHonduras:syuzhet_average 0.005 0.005 0.002 -0.357 -0.386
## bpldMexico:syuzhet_average 0.003 0.001 0.003 -0.414 -0.446
## bpldNicaragua:syuzhet_average 0.001 0.000 0.000 -0.284 -0.306
## bpldPanama:syuzhet_average 0.007 0.005 0.005 -0.287 -0.313
## bpldParaguay:syuzhet_average -0.002 -0.001 -0.001 -0.141 -0.153
## bpldPeru:syuzhet_average -0.004 -0.002 -0.003 -0.344 -0.373
## bpldUruguay:syuzhet_average 0.000 -0.001 0.000 -0.169 -0.183
## bpldVenezuela:syuzhet_average -0.001 -0.002 -0.001 -0.305 -0.330
## bpldBr bpldCh bpldCl bpldCR bpldCb
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile 0.541
## bpldColumbia 0.736 0.554
## bpldCosta Rica 0.500 0.378 0.513
## bpldCuba 0.687 0.520 0.707 0.481
## bpldDominican Republic 0.747 0.557 0.764 0.517 0.708
## bpldEcuador 0.638 0.482 0.656 0.446 0.612
## bpldEl Salvador 0.787 0.596 0.808 0.550 0.758
## bpldGuatemala 0.765 0.579 0.784 0.534 0.736
## bpldGuyana 0.526 0.397 0.542 0.368 0.507
## bpldHonduras 0.728 0.551 0.749 0.510 0.703
## bpldMexico 0.832 0.633 0.854 0.583 0.803
## bpldNicaragua 0.569 0.432 0.585 0.399 0.550
## bpldPanama 0.597 0.453 0.614 0.420 0.577
## bpldParaguay 0.286 0.216 0.293 0.200 0.274
## bpldPeru 0.696 0.527 0.715 0.487 0.669
## bpldUruguay 0.342 0.257 0.351 0.239 0.328
## bpldVenezuela 0.632 0.477 0.649 0.441 0.611
## syuzhet_average 0.791 0.602 0.810 0.554 0.762
## value -0.001 -0.001 0.003 0.001 0.003
## percent_emp_x -0.006 0.001 -0.001 -0.004 -0.002
## bpldBelize:syuzhet_average -0.365 -0.277 -0.374 -0.256 -0.352
## bpldBolivia:syuzhet_average -0.380 -0.288 -0.391 -0.267 -0.366
## bpldBrazil:syuzhet_average -0.981 -0.525 -0.713 -0.484 -0.666
## bpldChile:syuzhet_average -0.527 -0.978 -0.540 -0.368 -0.506
## bpldColumbia:syuzhet_average -0.722 -0.544 -0.983 -0.503 -0.693
## bpldCosta Rica:syuzhet_average -0.486 -0.368 -0.499 -0.981 -0.467
## bpldCuba:syuzhet_average -0.666 -0.504 -0.685 -0.466 -0.983
## bpldDominican Republic:syuzhet_average -0.738 -0.551 -0.756 -0.511 -0.700
## bpldEcuador:syuzhet_average -0.641 -0.484 -0.659 -0.448 -0.615
## bpldEl Salvador:syuzhet_average -0.774 -0.587 -0.795 -0.541 -0.746
## bpldGuatemala:syuzhet_average -0.754 -0.571 -0.773 -0.527 -0.725
## bpldGuyana:syuzhet_average -0.540 -0.407 -0.556 -0.378 -0.520
## bpldHonduras:syuzhet_average -0.709 -0.537 -0.729 -0.496 -0.684
## bpldMexico:syuzhet_average -0.817 -0.621 -0.838 -0.572 -0.788
## bpldNicaragua:syuzhet_average -0.561 -0.425 -0.576 -0.393 -0.542
## bpldPanama:syuzhet_average -0.571 -0.433 -0.587 -0.401 -0.551
## bpldParaguay:syuzhet_average -0.282 -0.213 -0.289 -0.197 -0.270
## bpldPeru:syuzhet_average -0.686 -0.519 -0.705 -0.480 -0.660
## bpldUruguay:syuzhet_average -0.337 -0.254 -0.346 -0.236 -0.324
## bpldVenezuela:syuzhet_average -0.608 -0.459 -0.624 -0.424 -0.587
## bpldDR bpldEc bpldES bpldGt bpldGy
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador 0.666
## bpldEl Salvador 0.809 0.699
## bpldGuatemala 0.788 0.679 0.850
## bpldGuyana 0.551 0.473 0.576 0.560
## bpldHonduras 0.752 0.649 0.809 0.784 0.535
## bpldMexico 0.853 0.740 0.927 0.899 0.609
## bpldNicaragua 0.587 0.507 0.633 0.614 0.419
## bpldPanama 0.616 0.534 0.660 0.641 0.441
## bpldParaguay 0.295 0.255 0.314 0.305 0.210
## bpldPeru 0.720 0.621 0.767 0.745 0.512
## bpldUruguay 0.354 0.305 0.375 0.364 0.252
## bpldVenezuela 0.651 0.562 0.696 0.675 0.464
## syuzhet_average 0.812 0.703 0.874 0.850 0.580
## value 0.004 0.002 0.000 0.002 0.003
## percent_emp_x -0.015 -0.002 0.012 0.006 -0.007
## bpldBelize:syuzhet_average -0.374 -0.325 -0.406 -0.394 -0.266
## bpldBolivia:syuzhet_average -0.393 -0.339 -0.421 -0.408 -0.280
## bpldBrazil:syuzhet_average -0.723 -0.618 -0.762 -0.741 -0.510
## bpldChile:syuzhet_average -0.543 -0.469 -0.581 -0.564 -0.387
## bpldColumbia:syuzhet_average -0.750 -0.644 -0.792 -0.769 -0.532
## bpldCosta Rica:syuzhet_average -0.502 -0.434 -0.534 -0.519 -0.358
## bpldCuba:syuzhet_average -0.686 -0.593 -0.734 -0.713 -0.491
## bpldDominican Republic:syuzhet_average -0.983 -0.659 -0.800 -0.779 -0.546
## bpldEcuador:syuzhet_average -0.670 -0.985 -0.702 -0.682 -0.476
## bpldEl Salvador:syuzhet_average -0.796 -0.688 -0.982 -0.836 -0.567
## bpldGuatemala:syuzhet_average -0.776 -0.670 -0.838 -0.982 -0.552
## bpldGuyana:syuzhet_average -0.566 -0.485 -0.590 -0.573 -0.987
## bpldHonduras:syuzhet_average -0.732 -0.632 -0.786 -0.762 -0.521
## bpldMexico:syuzhet_average -0.837 -0.726 -0.910 -0.882 -0.597
## bpldNicaragua:syuzhet_average -0.577 -0.499 -0.623 -0.604 -0.412
## bpldPanama:syuzhet_average -0.589 -0.510 -0.630 -0.612 -0.419
## bpldParaguay:syuzhet_average -0.291 -0.252 -0.309 -0.301 -0.208
## bpldPeru:syuzhet_average -0.710 -0.612 -0.756 -0.734 -0.505
## bpldUruguay:syuzhet_average -0.350 -0.301 -0.370 -0.359 -0.249
## bpldVenezuela:syuzhet_average -0.626 -0.541 -0.669 -0.649 -0.446
## bpldHn bpldMx bpldNc bpldPn bpldPrg
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico 0.855
## bpldNicaragua 0.585 0.670
## bpldPanama 0.612 0.700 0.479
## bpldParaguay 0.291 0.333 0.227 0.239
## bpldPeru 0.710 0.813 0.556 0.584 0.278
## bpldUruguay 0.348 0.396 0.272 0.286 0.136
## bpldVenezuela 0.646 0.737 0.505 0.530 0.252
## syuzhet_average 0.809 0.932 0.634 0.670 0.316
## value 0.003 0.001 0.001 0.003 0.000
## percent_emp_x 0.006 0.021 0.007 0.004 -0.001
## bpldBelize:syuzhet_average -0.374 -0.430 -0.293 -0.306 -0.146
## bpldBolivia:syuzhet_average -0.389 -0.446 -0.305 -0.321 -0.152
## bpldBrazil:syuzhet_average -0.706 -0.807 -0.552 -0.579 -0.277
## bpldChile:syuzhet_average -0.537 -0.616 -0.421 -0.441 -0.211
## bpldColumbia:syuzhet_average -0.735 -0.838 -0.574 -0.603 -0.288
## bpldCosta Rica:syuzhet_average -0.495 -0.566 -0.388 -0.408 -0.194
## bpldCuba:syuzhet_average -0.681 -0.778 -0.533 -0.559 -0.266
## bpldDominican Republic:syuzhet_average -0.744 -0.843 -0.580 -0.610 -0.292
## bpldEcuador:syuzhet_average -0.652 -0.743 -0.509 -0.536 -0.256
## bpldEl Salvador:syuzhet_average -0.796 -0.913 -0.623 -0.649 -0.309
## bpldGuatemala:syuzhet_average -0.772 -0.886 -0.605 -0.632 -0.301
## bpldGuyana:syuzhet_average -0.549 -0.624 -0.429 -0.452 -0.216
## bpldHonduras:syuzhet_average -0.981 -0.832 -0.569 -0.595 -0.283
## bpldMexico:syuzhet_average -0.839 -0.981 -0.658 -0.687 -0.326
## bpldNicaragua:syuzhet_average -0.575 -0.660 -0.983 -0.472 -0.224
## bpldPanama:syuzhet_average -0.585 -0.669 -0.458 -0.977 -0.229
## bpldParaguay:syuzhet_average -0.287 -0.328 -0.224 -0.236 -0.981
## bpldPeru:syuzhet_average -0.700 -0.801 -0.548 -0.575 -0.274
## bpldUruguay:syuzhet_average -0.344 -0.391 -0.268 -0.282 -0.135
## bpldVenezuela:syuzhet_average -0.621 -0.708 -0.485 -0.510 -0.242
## bpldPer bpldUr bpldVn syzht_ value
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay 0.332
## bpldVenezuela 0.614 0.302
## syuzhet_average 0.771 0.376 0.700
## value 0.002 0.002 0.001 -0.038
## percent_emp_x 0.000 -0.005 -0.001 -0.013 -0.017
## bpldBelize:syuzhet_average -0.356 -0.174 -0.323 -0.421 -0.001
## bpldBolivia:syuzhet_average -0.371 -0.182 -0.336 -0.439 -0.001
## bpldBrazil:syuzhet_average -0.675 -0.331 -0.613 -0.795 0.001
## bpldChile:syuzhet_average -0.513 -0.251 -0.465 -0.608 0.001
## bpldColumbia:syuzhet_average -0.702 -0.344 -0.637 -0.824 -0.003
## bpldCosta Rica:syuzhet_average -0.473 -0.232 -0.429 -0.559 -0.001
## bpldCuba:syuzhet_average -0.649 -0.318 -0.592 -0.767 -0.003
## bpldDominican Republic:syuzhet_average -0.713 -0.351 -0.644 -0.832 -0.005
## bpldEcuador:syuzhet_average -0.624 -0.307 -0.565 -0.732 -0.003
## bpldEl Salvador:syuzhet_average -0.755 -0.369 -0.685 -0.893 0.000
## bpldGuatemala:syuzhet_average -0.735 -0.359 -0.665 -0.870 -0.001
## bpldGuyana:syuzhet_average -0.526 -0.259 -0.477 -0.617 -0.003
## bpldHonduras:syuzhet_average -0.691 -0.339 -0.628 -0.817 -0.002
## bpldMexico:syuzhet_average -0.798 -0.389 -0.723 -0.950 0.000
## bpldNicaragua:syuzhet_average -0.547 -0.268 -0.497 -0.648 -0.001
## bpldPanama:syuzhet_average -0.557 -0.273 -0.507 -0.664 -0.002
## bpldParaguay:syuzhet_average -0.274 -0.134 -0.249 -0.323 0.000
## bpldPeru:syuzhet_average -0.983 -0.327 -0.606 -0.788 -0.002
## bpldUruguay:syuzhet_average -0.328 -0.986 -0.298 -0.385 -0.002
## bpldVenezuela:syuzhet_average -0.591 -0.290 -0.982 -0.699 -0.001
## prcn__ bpldBlz:_ bpldBlv:_ bpldBr:_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhet_average
## value
## percent_emp_x
## bpldBelize:syuzhet_average -0.001
## bpldBolivia:syuzhet_average 0.000 0.203
## bpldBrazil:syuzhet_average 0.003 0.367 0.383
## bpldChile:syuzhet_average 0.000 0.280 0.291 0.530
## bpldColumbia:syuzhet_average 0.001 0.381 0.398 0.726
## bpldCosta Rica:syuzhet_average 0.003 0.258 0.269 0.489
## bpldCuba:syuzhet_average 0.001 0.354 0.369 0.670
## bpldDominican Republic:syuzhet_average 0.013 0.384 0.403 0.741
## bpldEcuador:syuzhet_average 0.002 0.338 0.353 0.645
## bpldEl Salvador:syuzhet_average -0.010 0.415 0.430 0.778
## bpldGuatemala:syuzhet_average -0.005 0.403 0.418 0.758
## bpldGuyana:syuzhet_average 0.006 0.284 0.297 0.543
## bpldHonduras:syuzhet_average -0.005 0.378 0.393 0.713
## bpldMexico:syuzhet_average -0.018 0.438 0.454 0.821
## bpldNicaragua:syuzhet_average -0.006 0.300 0.311 0.564
## bpldPanama:syuzhet_average -0.004 0.304 0.318 0.574
## bpldParaguay:syuzhet_average 0.001 0.149 0.156 0.284
## bpldPeru:syuzhet_average 0.000 0.364 0.379 0.690
## bpldUruguay:syuzhet_average 0.004 0.178 0.186 0.339
## bpldVenezuela:syuzhet_average 0.002 0.322 0.335 0.612
## bpldCh:_ bpldCl:_ bpCR:_ bpldCb:_ bpDR:_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhet_average
## value
## percent_emp_x
## bpldBelize:syuzhet_average
## bpldBolivia:syuzhet_average
## bpldBrazil:syuzhet_average
## bpldChile:syuzhet_average
## bpldColumbia:syuzhet_average 0.550
## bpldCosta Rica:syuzhet_average 0.371 0.508
## bpldCuba:syuzhet_average 0.509 0.697 0.470
## bpldDominican Republic:syuzhet_average 0.557 0.770 0.516 0.704
## bpldEcuador:syuzhet_average 0.489 0.672 0.452 0.618 0.688
## bpldEl Salvador:syuzhet_average 0.593 0.809 0.546 0.750 0.816
## bpldGuatemala:syuzhet_average 0.577 0.786 0.531 0.729 0.796
## bpldGuyana:syuzhet_average 0.411 0.567 0.381 0.522 0.582
## bpldHonduras:syuzhet_average 0.542 0.742 0.500 0.687 0.751
## bpldMexico:syuzhet_average 0.628 0.853 0.577 0.792 0.858
## bpldNicaragua:syuzhet_average 0.430 0.586 0.396 0.545 0.592
## bpldPanama:syuzhet_average 0.438 0.598 0.405 0.554 0.605
## bpldParaguay:syuzhet_average 0.215 0.295 0.199 0.272 0.299
## bpldPeru:syuzhet_average 0.525 0.718 0.484 0.663 0.729
## bpldUruguay:syuzhet_average 0.257 0.353 0.238 0.325 0.360
## bpldVenezuela:syuzhet_average 0.464 0.636 0.428 0.591 0.643
## bplE:_ bpES:_ bpldGt:_ bpldGy:_ bplH:_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhet_average
## value
## percent_emp_x
## bpldBelize:syuzhet_average
## bpldBolivia:syuzhet_average
## bpldBrazil:syuzhet_average
## bpldChile:syuzhet_average
## bpldColumbia:syuzhet_average
## bpldCosta Rica:syuzhet_average
## bpldCuba:syuzhet_average
## bpldDominican Republic:syuzhet_average
## bpldEcuador:syuzhet_average
## bpldEl Salvador:syuzhet_average 0.717
## bpldGuatemala:syuzhet_average 0.697 0.856
## bpldGuyana:syuzhet_average 0.507 0.602 0.586
## bpldHonduras:syuzhet_average 0.659 0.803 0.779 0.554
## bpldMexico:syuzhet_average 0.756 0.930 0.903 0.634 0.847
## bpldNicaragua:syuzhet_average 0.520 0.636 0.618 0.438 0.581
## bpldPanama:syuzhet_average 0.531 0.643 0.626 0.447 0.590
## bpldParaguay:syuzhet_average 0.262 0.316 0.308 0.221 0.290
## bpldPeru:syuzhet_average 0.639 0.772 0.751 0.538 0.707
## bpldUruguay:syuzhet_average 0.314 0.378 0.367 0.265 0.347
## bpldVenezuela:syuzhet_average 0.564 0.683 0.663 0.475 0.626
## bplM:_ bplN:_ bpldPn:_ bpldPrg:_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhet_average
## value
## percent_emp_x
## bpldBelize:syuzhet_average
## bpldBolivia:syuzhet_average
## bpldBrazil:syuzhet_average
## bpldChile:syuzhet_average
## bpldColumbia:syuzhet_average
## bpldCosta Rica:syuzhet_average
## bpldCuba:syuzhet_average
## bpldDominican Republic:syuzhet_average
## bpldEcuador:syuzhet_average
## bpldEl Salvador:syuzhet_average
## bpldGuatemala:syuzhet_average
## bpldGuyana:syuzhet_average
## bpldHonduras:syuzhet_average
## bpldMexico:syuzhet_average
## bpldNicaragua:syuzhet_average 0.672
## bpldPanama:syuzhet_average 0.681 0.467
## bpldParaguay:syuzhet_average 0.334 0.229 0.234
## bpldPeru:syuzhet_average 0.815 0.560 0.570 0.280
## bpldUruguay:syuzhet_average 0.398 0.274 0.280 0.138
## bpldVenezuela:syuzhet_average 0.721 0.495 0.506 0.248
## bpldPr:s_ bplU:_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhet_average
## value
## percent_emp_x
## bpldBelize:syuzhet_average
## bpldBolivia:syuzhet_average
## bpldBrazil:syuzhet_average
## bpldChile:syuzhet_average
## bpldColumbia:syuzhet_average
## bpldCosta Rica:syuzhet_average
## bpldCuba:syuzhet_average
## bpldDominican Republic:syuzhet_average
## bpldEcuador:syuzhet_average
## bpldEl Salvador:syuzhet_average
## bpldGuatemala:syuzhet_average
## bpldGuyana:syuzhet_average
## bpldHonduras:syuzhet_average
## bpldMexico:syuzhet_average
## bpldNicaragua:syuzhet_average
## bpldPanama:syuzhet_average
## bpldParaguay:syuzhet_average
## bpldPeru:syuzhet_average
## bpldUruguay:syuzhet_average 0.335
## bpldVenezuela:syuzhet_average 0.604 0.297
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -3.95163709 0.07439549 0.29376253 0.45976132 1.66130357
##
## Number of Observations: 326347
## Number of Groups: 226- sentment not significant
- interaction significant for belize, guatemala, and uruguay
3.5 Log Income Model by Gender (reference is male)
model5.3<-lme(logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhet_average + value + percent_emp_x + syuzhet_average*female,
data = data_final_1865_2, method = "ML", na.action = "na.omit", random = ~1|NAME)
summary(model5.3)## Linear mixed-effects model fit by maximum likelihood
## Data: data_final_1865_2
## AIC BIC logLik
## 799111.8 799582.4 -399511.9
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.09424384 0.8225828
##
## Fixed effects: logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhet_average + value + percent_emp_x + syuzhet_average * female
## Value Std.Error DF t-value p-value
## (Intercept) 10.614419 0.18202280 326083 58.31368 0.0000
## racecat2Black -0.004706 0.01064704 326083 -0.44202 0.6585
## racecat2Indigenous -0.074207 0.01523665 326083 -4.87030 0.0000
## racecat2Asian 0.025785 0.01694197 326083 1.52198 0.1280
## racecat2Other -0.042639 0.00316644 326083 -13.46587 0.0000
## female -0.681942 0.01456631 326083 -46.81636 0.0000
## maritalmarried -0.003435 0.00528243 326083 -0.65021 0.5156
## maritalseparated -0.085812 0.00869999 326083 -9.86341 0.0000
## maritalsingle -0.183444 0.00599666 326083 -30.59096 0.0000
## maritalwidowed -0.079911 0.01345495 326083 -5.93916 0.0000
## age 0.004278 0.00017307 326083 24.72078 0.0000
## citizennaturalized citizen 0.100249 0.00913337 326083 10.97615 0.0000
## citizennot a citizen -0.081871 0.00921500 326083 -8.88454 0.0000
## yrsusa1 0.009490 0.00016336 326083 58.09352 0.0000
## speakengrecode_num -0.015445 0.00123909 326083 -12.46455 0.0000
## edcatHS -0.474201 0.00419437 326083 -113.05631 0.0000
## edcatLess than HS -0.587016 0.00494742 326083 -118.65085 0.0000
## edcatSome Col -0.372310 0.00499039 326083 -74.60532 0.0000
## bpldBelize -0.127641 0.03154691 326083 -4.04608 0.0001
## bpldBolivia -0.285963 0.02555181 326083 -11.19151 0.0000
## bpldBrazil -0.062159 0.01747344 326083 -3.55736 0.0004
## bpldChile -0.210023 0.02496825 326083 -8.41159 0.0000
## bpldColumbia -0.226774 0.01660664 326083 -13.65559 0.0000
## bpldCosta Rica -0.188451 0.02565862 326083 -7.34456 0.0000
## bpldCuba -0.233539 0.01759718 326083 -13.27140 0.0000
## bpldDominican Republic -0.310030 0.01626793 326083 -19.05771 0.0000
## bpldEcuador -0.243237 0.01738543 326083 -13.99084 0.0000
## bpldEl Salvador -0.235636 0.01576037 326083 -14.95119 0.0000
## bpldGuatemala -0.270807 0.01631622 326083 -16.59741 0.0000
## bpldGuyana -0.137602 0.01958297 326083 -7.02659 0.0000
## bpldHonduras -0.237713 0.01723113 326083 -13.79554 0.0000
## bpldMexico -0.249847 0.01512387 326083 -16.52003 0.0000
## bpldNicaragua -0.212910 0.02135762 326083 -9.96879 0.0000
## bpldPanama -0.143279 0.02302605 326083 -6.22245 0.0000
## bpldParaguay -0.232935 0.04407658 326083 -5.28477 0.0000
## bpldPeru -0.248618 0.01740565 326083 -14.28378 0.0000
## bpldUruguay -0.097683 0.03248954 326083 -3.00659 0.0026
## bpldVenezuela -0.182318 0.01963209 326083 -9.28675 0.0000
## syuzhet_average -0.200525 0.05883477 222 -3.40828 0.0008
## value 0.000000 0.00000000 222 3.27018 0.0012
## percent_emp_x 0.002816 0.00230001 222 1.22427 0.2221
## female:syuzhet_average 0.437358 0.03043901 326083 14.36833 0.0000
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female mrtlmr
## racecat2Black 0.003
## racecat2Indigenous 0.003 0.030
## racecat2Asian 0.001 0.202 0.021
## racecat2Other 0.009 0.159 0.087 0.100
## female -0.031 0.002 0.001 0.001 0.000
## maritalmarried -0.028 0.011 0.000 -0.002 0.006 0.020
## maritalseparated -0.016 0.000 0.000 0.001 -0.007 -0.005 0.523
## maritalsingle -0.030 -0.005 -0.002 -0.002 -0.007 0.016 0.788
## maritalwidowed -0.007 -0.002 0.002 -0.002 0.000 -0.007 0.331
## age -0.031 -0.009 0.002 0.004 0.018 -0.002 0.051
## citizennaturalized citizen -0.045 -0.016 -0.002 -0.013 -0.020 0.001 -0.004
## citizennot a citizen -0.048 -0.015 -0.001 -0.008 -0.028 0.004 -0.007
## yrsusa1 -0.009 0.004 -0.002 0.003 0.001 0.004 0.021
## speakengrecode_num -0.010 -0.001 0.000 0.003 -0.012 0.005 -0.004
## edcatHS -0.005 0.011 0.001 0.011 -0.041 0.015 0.004
## edcatLess than HS 0.000 0.013 -0.003 0.006 -0.048 0.019 -0.014
## edcatSome Col -0.013 0.003 -0.002 0.009 -0.025 0.002 0.021
## bpldBelize -0.041 -0.185 -0.015 -0.036 -0.045 0.004 0.005
## bpldBolivia -0.048 -0.001 -0.012 0.003 -0.020 -0.002 0.002
## bpldBrazil -0.057 -0.017 -0.001 -0.011 -0.018 -0.003 0.003
## bpldChile -0.048 0.000 -0.002 0.007 -0.013 0.000 0.001
## bpldColumbia -0.068 -0.009 -0.004 0.013 -0.028 -0.005 0.005
## bpldCosta Rica -0.043 -0.023 -0.002 0.002 -0.020 -0.004 0.004
## bpldCuba -0.063 -0.026 0.000 0.007 -0.014 -0.002 0.005
## bpldDominican Republic -0.065 -0.086 -0.010 -0.006 -0.081 -0.001 0.010
## bpldEcuador -0.064 -0.008 -0.010 0.009 -0.049 -0.005 0.002
## bpldEl Salvador -0.084 -0.010 -0.011 0.010 -0.060 -0.001 -0.003
## bpldGuatemala -0.079 -0.013 -0.022 0.006 -0.060 0.000 -0.004
## bpldGuyana -0.055 -0.264 -0.017 -0.272 -0.079 0.000 -0.006
## bpldHonduras -0.073 -0.024 -0.011 0.007 -0.052 -0.002 0.001
## bpldMexico -0.096 -0.010 -0.013 0.013 -0.049 -0.001 -0.007
## bpldNicaragua -0.059 -0.015 -0.008 0.005 -0.044 0.000 0.003
## bpldPanama -0.057 -0.120 -0.006 -0.034 -0.042 -0.010 0.002
## bpldParaguay -0.025 -0.002 -0.006 -0.007 -0.009 -0.001 0.001
## bpldPeru -0.068 -0.010 -0.017 -0.001 -0.049 -0.003 0.005
## bpldUruguay -0.034 0.002 0.001 0.008 0.000 0.001 0.005
## bpldVenezuela -0.061 -0.015 -0.006 -0.004 -0.026 -0.005 -0.001
## syuzhet_average -0.055 0.003 0.001 0.000 0.006 0.204 0.001
## value -0.002 -0.002 0.000 -0.001 -0.006 0.002 -0.001
## percent_emp_x -0.985 -0.004 -0.004 -0.002 -0.010 -0.002 0.000
## female:syuzhet_average 0.030 -0.003 0.000 -0.001 0.000 -0.979 0.001
## mrtlsp mrtlsn mrtlwd age ctznnc ctznac yrsus1
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle 0.473
## maritalwidowed 0.205 0.280
## age 0.017 0.245 -0.046
## citizennaturalized citizen 0.006 0.030 0.003 -0.084
## citizennot a citizen -0.007 0.011 -0.002 -0.079 0.928
## yrsusa1 0.017 -0.002 0.008 -0.502 0.043 0.170
## speakengrecode_num 0.000 0.020 0.008 -0.085 -0.059 -0.062 0.066
## edcatHS -0.022 -0.004 -0.012 -0.023 -0.017 -0.071 -0.003
## edcatLess than HS -0.030 -0.026 -0.025 -0.152 -0.007 -0.085 0.027
## edcatSome Col -0.006 0.004 -0.003 0.053 -0.017 -0.033 -0.048
## bpldBelize -0.001 0.001 -0.001 -0.001 0.002 0.003 -0.004
## bpldBolivia -0.001 0.001 -0.001 0.005 0.003 0.006 0.002
## bpldBrazil 0.003 0.009 0.000 0.005 0.014 0.011 0.028
## bpldChile -0.003 -0.003 -0.003 0.001 0.007 0.006 -0.004
## bpldColumbia -0.003 0.001 -0.002 0.000 -0.002 0.007 0.016
## bpldCosta Rica 0.001 0.006 0.000 0.012 0.017 0.017 -0.005
## bpldCuba -0.004 -0.002 -0.002 -0.005 -0.001 0.000 0.002
## bpldDominican Republic -0.008 0.005 -0.001 0.014 0.003 0.013 0.015
## bpldEcuador -0.004 0.000 -0.001 0.016 -0.002 0.002 0.001
## bpldEl Salvador -0.008 -0.012 -0.005 0.030 -0.006 -0.008 -0.012
## bpldGuatemala -0.009 -0.012 -0.007 0.042 -0.002 -0.005 -0.007
## bpldGuyana -0.004 -0.005 -0.006 -0.014 -0.006 0.009 0.018
## bpldHonduras -0.007 -0.011 -0.006 0.034 -0.001 -0.007 -0.001
## bpldMexico -0.010 -0.008 -0.007 0.046 -0.002 -0.011 -0.034
## bpldNicaragua -0.004 -0.002 -0.003 0.015 -0.005 -0.001 -0.012
## bpldPanama -0.001 0.000 -0.001 0.006 0.109 0.106 -0.035
## bpldParaguay 0.000 0.000 -0.003 0.009 0.006 0.007 -0.001
## bpldPeru -0.001 0.000 -0.002 -0.008 0.000 0.006 0.020
## bpldUruguay 0.003 0.005 0.000 -0.003 0.002 0.001 0.001
## bpldVenezuela -0.001 0.002 -0.002 0.001 0.016 0.016 0.029
## syuzhet_average 0.000 0.001 0.002 -0.002 0.002 0.000 0.000
## value -0.002 -0.004 0.000 -0.003 -0.004 -0.004 -0.002
## percent_emp_x 0.001 -0.004 0.000 0.003 0.003 0.004 0.004
## female:syuzhet_average 0.001 -0.001 0.000 0.000 -0.004 -0.002 -0.001
## spkng_ edctHS edLtHS edctSC bpldBlz bpldBlv bpldBr
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS -0.095
## edcatLess than HS -0.052 0.649
## edcatSome Col -0.033 0.546 0.471
## bpldBelize 0.030 -0.023 -0.018 -0.018
## bpldBolivia -0.009 -0.017 -0.015 -0.022 0.268
## bpldBrazil -0.004 -0.004 -0.003 -0.001 0.394 0.483
## bpldChile 0.001 -0.001 0.000 -0.003 0.275 0.340 0.496
## bpldColumbia -0.017 -0.014 -0.013 -0.012 0.415 0.510 0.750
## bpldCosta Rica -0.002 -0.024 -0.022 -0.019 0.272 0.330 0.485
## bpldCuba -0.012 -0.035 -0.022 -0.017 0.396 0.479 0.705
## bpldDominican Republic -0.017 -0.054 -0.051 -0.039 0.437 0.521 0.772
## bpldEcuador -0.022 -0.043 -0.045 -0.033 0.396 0.486 0.716
## bpldEl Salvador -0.025 -0.089 -0.096 -0.047 0.441 0.548 0.785
## bpldGuatemala -0.024 -0.077 -0.101 -0.043 0.427 0.524 0.761
## bpldGuyana 0.071 -0.051 -0.039 -0.027 0.401 0.430 0.639
## bpldHonduras -0.019 -0.073 -0.089 -0.039 0.406 0.496 0.721
## bpldMexico -0.028 -0.093 -0.101 -0.046 0.462 0.560 0.815
## bpldNicaragua -0.013 -0.041 -0.038 -0.028 0.327 0.400 0.578
## bpldPanama 0.007 -0.015 -0.014 -0.014 0.322 0.370 0.540
## bpldParaguay -0.001 -0.009 -0.009 -0.005 0.156 0.193 0.282
## bpldPeru -0.016 -0.019 -0.014 -0.024 0.397 0.492 0.713
## bpldUruguay -0.003 -0.018 -0.012 -0.014 0.211 0.260 0.383
## bpldVenezuela -0.010 0.026 0.018 0.018 0.351 0.430 0.635
## syuzhet_average 0.000 -0.003 -0.001 -0.004 0.001 -0.001 -0.001
## value -0.004 0.000 0.001 0.001 0.000 -0.002 0.001
## percent_emp_x -0.005 0.001 0.003 0.005 0.003 0.002 -0.012
## female:syuzhet_average -0.001 -0.001 -0.003 0.003 -0.006 0.001 0.001
## bpldCh bpldCl bpldCR bpldCb bpldDR bpldEc bpldES
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia 0.522
## bpldCosta Rica 0.338 0.511
## bpldCuba 0.492 0.748 0.483
## bpldDominican Republic 0.535 0.817 0.527 0.761
## bpldEcuador 0.500 0.760 0.490 0.709 0.792
## bpldEl Salvador 0.551 0.828 0.538 0.782 0.851 0.796
## bpldGuatemala 0.532 0.801 0.521 0.757 0.824 0.770 0.866
## bpldGuyana 0.442 0.674 0.439 0.633 0.724 0.655 0.699
## bpldHonduras 0.504 0.760 0.494 0.721 0.783 0.731 0.818
## bpldMexico 0.574 0.860 0.561 0.818 0.879 0.825 0.933
## bpldNicaragua 0.406 0.612 0.397 0.580 0.627 0.585 0.655
## bpldPanama 0.378 0.569 0.373 0.541 0.590 0.542 0.598
## bpldParaguay 0.197 0.297 0.193 0.279 0.307 0.287 0.313
## bpldPeru 0.499 0.754 0.487 0.708 0.776 0.724 0.795
## bpldUruguay 0.267 0.404 0.261 0.380 0.416 0.389 0.423
## bpldVenezuela 0.442 0.669 0.431 0.636 0.680 0.634 0.697
## syuzhet_average -0.001 0.000 0.000 -0.002 0.002 -0.002 -0.001
## value 0.001 -0.001 0.001 0.003 -0.004 -0.003 -0.001
## percent_emp_x 0.000 -0.004 -0.005 -0.004 -0.008 -0.003 0.009
## female:syuzhet_average 0.000 0.002 0.003 0.001 -0.004 0.004 0.000
## bpldGt bpldGy bpldHn bpldMx bpldNc bpldPn bpldPrg
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana 0.676
## bpldHonduras 0.791 0.646
## bpldMexico 0.903 0.722 0.851
## bpldNicaragua 0.632 0.518 0.599 0.683
## bpldPanama 0.578 0.516 0.551 0.624 0.444
## bpldParaguay 0.303 0.257 0.287 0.325 0.231 0.215
## bpldPeru 0.767 0.643 0.727 0.824 0.586 0.542 0.284
## bpldUruguay 0.409 0.343 0.388 0.440 0.312 0.290 0.152
## bpldVenezuela 0.675 0.566 0.642 0.727 0.517 0.483 0.250
## syuzhet_average -0.001 -0.002 0.000 -0.001 -0.001 0.004 0.000
## value 0.001 -0.003 0.001 0.004 0.001 0.003 0.000
## percent_emp_x 0.006 -0.005 0.004 0.018 0.004 0.000 -0.003
## female:syuzhet_average 0.001 -0.002 0.001 0.001 -0.001 0.007 0.000
## bpldPer bpldUr bpldVn syzht_ value prcn__
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay 0.384
## bpldVenezuela 0.635 0.339
## syuzhet_average 0.000 0.001 -0.001
## value -0.001 0.000 0.001 -0.123
## percent_emp_x 0.001 -0.003 -0.001 -0.073 -0.006
## female:syuzhet_average 0.001 -0.001 0.003 -0.209 -0.002 0.002
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -13.8889729 -0.4112562 0.1068721 0.5629117 4.7647821
##
## Number of Observations: 326347
## Number of Groups: 226- sentiment is significant
- interaction is significant
3.6 Log Wage Model by Gender reference is male)
model5.3<-lme(logwage ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhet_average + value + percent_emp_x + syuzhet_average*female,
data = data_final_1865_2, method = "ML", na.action = "na.omit", random = ~1|NAME)
summary(model5.3)## Linear mixed-effects model fit by maximum likelihood
## Data: data_final_1865_2
## AIC BIC logLik
## 1624417 1624888 -812164.7
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.2829253 2.913126
##
## Fixed effects: logwage ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhet_average + value + percent_emp_x + syuzhet_average * female
## Value Std.Error DF t-value p-value
## (Intercept) 10.108588 0.5682520 326083 17.78892 0.0000
## racecat2Black 0.157659 0.0377035 326083 4.18156 0.0000
## racecat2Indigenous -0.049752 0.0539564 326083 -0.92207 0.3565
## racecat2Asian 0.167673 0.0599967 326083 2.79471 0.0052
## racecat2Other -0.039750 0.0112107 326083 -3.54572 0.0004
## female -0.450375 0.0515808 326083 -8.73145 0.0000
## maritalmarried 0.079154 0.0187069 326083 4.23128 0.0000
## maritalseparated -0.118353 0.0308100 326083 -3.84137 0.0001
## maritalsingle -0.040687 0.0212361 326083 -1.91595 0.0554
## maritalwidowed -0.052223 0.0476491 326083 -1.09598 0.2731
## age -0.014277 0.0006129 326083 -23.29481 0.0000
## citizennaturalized citizen 0.076321 0.0323432 326083 2.35973 0.0183
## citizennot a citizen -0.351303 0.0326320 326083 -10.76562 0.0000
## yrsusa1 0.011404 0.0005785 326083 19.71494 0.0000
## speakengrecode_num -0.059226 0.0043879 326083 -13.49777 0.0000
## edcatHS -0.794873 0.0148526 326083 -53.51752 0.0000
## edcatLess than HS -0.914405 0.0175187 326083 -52.19582 0.0000
## edcatSome Col -0.560580 0.0176721 326083 -31.72120 0.0000
## bpldBelize 0.190807 0.1117175 326083 1.70794 0.0876
## bpldBolivia -0.190129 0.0904857 326083 -2.10120 0.0356
## bpldBrazil -0.594449 0.0618705 326083 -9.60796 0.0000
## bpldChile -0.102759 0.0884199 326083 -1.16217 0.2452
## bpldColumbia -0.017761 0.0588080 326083 -0.30202 0.7626
## bpldCosta Rica -0.034168 0.0908644 326083 -0.37603 0.7069
## bpldCuba 0.065123 0.0623013 326083 1.04529 0.2959
## bpldDominican Republic 0.009752 0.0576029 326083 0.16929 0.8656
## bpldEcuador -0.086738 0.0615655 326083 -1.40887 0.1589
## bpldEl Salvador 0.039571 0.0558107 326083 0.70902 0.4783
## bpldGuatemala -0.310270 0.0577781 326083 -5.37003 0.0000
## bpldGuyana 0.129498 0.0693424 326083 1.86752 0.0618
## bpldHonduras -0.033255 0.0610158 326083 -0.54503 0.5857
## bpldMexico 0.049480 0.0535527 326083 0.92396 0.3555
## bpldNicaragua 0.006855 0.0756331 326083 0.09063 0.9278
## bpldPanama 0.241447 0.0815310 326083 2.96142 0.0031
## bpldParaguay -0.742370 0.1560871 326083 -4.75613 0.0000
## bpldPeru -0.057764 0.0616387 326083 -0.93714 0.3487
## bpldUruguay -0.109442 0.1150530 326083 -0.95123 0.3415
## bpldVenezuela 0.008849 0.0695206 326083 0.12728 0.8987
## syuzhet_average -0.297018 0.1867530 222 -1.59043 0.1132
## value 0.000000 0.0000000 222 0.71521 0.4752
## percent_emp_x 0.012039 0.0071828 222 1.67615 0.0951
## female:syuzhet_average 0.028691 0.1077881 326083 0.26618 0.7901
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female mrtlmr
## racecat2Black 0.004
## racecat2Indigenous 0.003 0.030
## racecat2Asian 0.000 0.202 0.021
## racecat2Other 0.011 0.159 0.087 0.100
## female -0.036 0.002 0.001 0.000 0.000
## maritalmarried -0.032 0.011 0.000 -0.002 0.006 0.020
## maritalseparated -0.018 0.000 0.000 0.001 -0.007 -0.005 0.523
## maritalsingle -0.035 -0.005 -0.002 -0.002 -0.007 0.016 0.788
## maritalwidowed -0.008 -0.002 0.002 -0.002 0.000 -0.007 0.331
## age -0.036 -0.009 0.002 0.004 0.018 -0.002 0.051
## citizennaturalized citizen -0.051 -0.016 -0.002 -0.013 -0.020 0.001 -0.004
## citizennot a citizen -0.054 -0.015 -0.001 -0.008 -0.028 0.004 -0.007
## yrsusa1 -0.010 0.004 -0.002 0.003 0.001 0.004 0.021
## speakengrecode_num -0.011 -0.001 0.000 0.003 -0.012 0.005 -0.004
## edcatHS -0.005 0.011 0.001 0.011 -0.041 0.015 0.004
## edcatLess than HS 0.000 0.013 -0.003 0.006 -0.048 0.019 -0.014
## edcatSome Col -0.014 0.003 -0.002 0.009 -0.025 0.002 0.021
## bpldBelize -0.047 -0.185 -0.015 -0.036 -0.045 0.004 0.005
## bpldBolivia -0.055 -0.001 -0.012 0.003 -0.020 -0.002 0.002
## bpldBrazil -0.065 -0.016 -0.001 -0.011 -0.018 -0.003 0.003
## bpldChile -0.054 0.000 -0.002 0.007 -0.013 0.000 0.001
## bpldColumbia -0.077 -0.009 -0.004 0.013 -0.028 -0.005 0.005
## bpldCosta Rica -0.049 -0.023 -0.002 0.002 -0.020 -0.004 0.004
## bpldCuba -0.071 -0.026 0.000 0.007 -0.014 -0.002 0.005
## bpldDominican Republic -0.074 -0.086 -0.010 -0.006 -0.081 -0.001 0.010
## bpldEcuador -0.072 -0.008 -0.010 0.009 -0.049 -0.005 0.002
## bpldEl Salvador -0.095 -0.010 -0.011 0.010 -0.060 -0.001 -0.003
## bpldGuatemala -0.089 -0.013 -0.022 0.006 -0.060 0.000 -0.004
## bpldGuyana -0.062 -0.264 -0.017 -0.272 -0.079 0.000 -0.006
## bpldHonduras -0.083 -0.024 -0.011 0.007 -0.052 -0.002 0.001
## bpldMexico -0.109 -0.010 -0.013 0.013 -0.049 -0.001 -0.007
## bpldNicaragua -0.067 -0.015 -0.008 0.005 -0.044 0.000 0.003
## bpldPanama -0.064 -0.120 -0.006 -0.034 -0.042 -0.010 0.002
## bpldParaguay -0.028 -0.002 -0.006 -0.007 -0.009 -0.001 0.001
## bpldPeru -0.077 -0.010 -0.017 -0.001 -0.049 -0.003 0.005
## bpldUruguay -0.038 0.002 0.001 0.008 0.000 0.001 0.005
## bpldVenezuela -0.069 -0.015 -0.005 -0.004 -0.026 -0.005 -0.001
## syuzhet_average -0.051 0.004 0.001 0.000 0.007 0.228 0.001
## value 0.009 -0.002 0.000 -0.001 -0.008 0.002 -0.001
## percent_emp_x -0.983 -0.004 -0.004 -0.002 -0.012 -0.002 0.000
## female:syuzhet_average 0.034 -0.003 0.000 -0.001 0.000 -0.979 0.001
## mrtlsp mrtlsn mrtlwd age ctznnc ctznac yrsus1
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle 0.473
## maritalwidowed 0.205 0.280
## age 0.017 0.245 -0.046
## citizennaturalized citizen 0.006 0.030 0.003 -0.084
## citizennot a citizen -0.007 0.011 -0.002 -0.079 0.928
## yrsusa1 0.017 -0.002 0.008 -0.502 0.043 0.170
## speakengrecode_num 0.000 0.020 0.008 -0.085 -0.059 -0.062 0.066
## edcatHS -0.022 -0.004 -0.012 -0.023 -0.017 -0.071 -0.003
## edcatLess than HS -0.030 -0.026 -0.025 -0.152 -0.007 -0.085 0.027
## edcatSome Col -0.006 0.004 -0.003 0.053 -0.017 -0.033 -0.048
## bpldBelize -0.001 0.001 -0.001 -0.001 0.002 0.003 -0.004
## bpldBolivia -0.001 0.001 -0.001 0.005 0.003 0.006 0.002
## bpldBrazil 0.003 0.009 0.000 0.005 0.014 0.011 0.028
## bpldChile -0.003 -0.003 -0.003 0.001 0.007 0.006 -0.004
## bpldColumbia -0.003 0.001 -0.002 0.000 -0.002 0.007 0.016
## bpldCosta Rica 0.001 0.006 0.000 0.012 0.017 0.017 -0.005
## bpldCuba -0.004 -0.002 -0.002 -0.005 -0.001 0.000 0.002
## bpldDominican Republic -0.008 0.005 -0.001 0.014 0.003 0.013 0.015
## bpldEcuador -0.004 0.000 -0.001 0.016 -0.002 0.002 0.001
## bpldEl Salvador -0.008 -0.012 -0.005 0.030 -0.006 -0.008 -0.012
## bpldGuatemala -0.009 -0.012 -0.007 0.042 -0.002 -0.005 -0.007
## bpldGuyana -0.004 -0.005 -0.006 -0.014 -0.006 0.009 0.018
## bpldHonduras -0.007 -0.011 -0.006 0.034 -0.001 -0.007 0.000
## bpldMexico -0.010 -0.008 -0.007 0.046 -0.002 -0.011 -0.034
## bpldNicaragua -0.004 -0.002 -0.003 0.015 -0.005 -0.001 -0.012
## bpldPanama -0.001 0.000 -0.001 0.006 0.109 0.106 -0.035
## bpldParaguay 0.000 0.000 -0.003 0.009 0.006 0.007 -0.001
## bpldPeru -0.001 0.000 -0.002 -0.008 0.000 0.006 0.020
## bpldUruguay 0.003 0.005 0.000 -0.003 0.002 0.001 0.001
## bpldVenezuela -0.001 0.002 -0.002 0.001 0.016 0.016 0.029
## syuzhet_average 0.000 0.001 0.002 -0.002 0.002 0.000 0.000
## value -0.002 -0.005 0.000 -0.003 -0.005 -0.005 -0.002
## percent_emp_x 0.001 -0.004 0.000 0.004 0.003 0.005 0.004
## female:syuzhet_average 0.001 -0.001 0.000 0.000 -0.004 -0.002 -0.001
## spkng_ edctHS edLtHS edctSC bpldBlz bpldBlv bpldBr
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS -0.095
## edcatLess than HS -0.053 0.649
## edcatSome Col -0.033 0.546 0.471
## bpldBelize 0.030 -0.023 -0.018 -0.018
## bpldBolivia -0.009 -0.017 -0.015 -0.022 0.268
## bpldBrazil -0.004 -0.004 -0.003 -0.001 0.394 0.483
## bpldChile 0.001 -0.001 0.000 -0.003 0.275 0.340 0.496
## bpldColumbia -0.017 -0.014 -0.013 -0.012 0.415 0.510 0.750
## bpldCosta Rica -0.002 -0.024 -0.022 -0.019 0.272 0.330 0.485
## bpldCuba -0.012 -0.035 -0.022 -0.017 0.396 0.479 0.705
## bpldDominican Republic -0.017 -0.054 -0.051 -0.040 0.438 0.521 0.772
## bpldEcuador -0.022 -0.043 -0.045 -0.033 0.396 0.486 0.716
## bpldEl Salvador -0.025 -0.089 -0.096 -0.047 0.441 0.548 0.785
## bpldGuatemala -0.024 -0.077 -0.101 -0.043 0.427 0.524 0.761
## bpldGuyana 0.071 -0.051 -0.040 -0.027 0.401 0.431 0.640
## bpldHonduras -0.019 -0.073 -0.089 -0.039 0.406 0.496 0.721
## bpldMexico -0.028 -0.093 -0.101 -0.046 0.462 0.560 0.815
## bpldNicaragua -0.013 -0.041 -0.038 -0.028 0.327 0.400 0.579
## bpldPanama 0.007 -0.015 -0.014 -0.014 0.322 0.370 0.540
## bpldParaguay -0.001 -0.009 -0.009 -0.005 0.156 0.193 0.282
## bpldPeru -0.016 -0.019 -0.014 -0.024 0.397 0.492 0.713
## bpldUruguay -0.003 -0.018 -0.012 -0.014 0.211 0.260 0.383
## bpldVenezuela -0.010 0.026 0.018 0.018 0.351 0.430 0.635
## syuzhet_average 0.000 -0.004 -0.001 -0.004 0.001 -0.001 0.000
## value -0.004 0.000 0.001 0.001 0.001 -0.002 0.001
## percent_emp_x -0.006 0.001 0.002 0.005 0.003 0.002 -0.014
## female:syuzhet_average -0.001 -0.001 -0.003 0.003 -0.006 0.001 0.001
## bpldCh bpldCl bpldCR bpldCb bpldDR bpldEc bpldES
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia 0.522
## bpldCosta Rica 0.338 0.511
## bpldCuba 0.492 0.748 0.483
## bpldDominican Republic 0.535 0.817 0.527 0.761
## bpldEcuador 0.500 0.760 0.490 0.709 0.792
## bpldEl Salvador 0.551 0.828 0.538 0.782 0.851 0.796
## bpldGuatemala 0.532 0.801 0.521 0.758 0.824 0.770 0.866
## bpldGuyana 0.442 0.674 0.439 0.633 0.724 0.655 0.699
## bpldHonduras 0.504 0.761 0.494 0.721 0.783 0.731 0.818
## bpldMexico 0.574 0.860 0.561 0.818 0.880 0.826 0.933
## bpldNicaragua 0.406 0.612 0.397 0.580 0.627 0.585 0.655
## bpldPanama 0.378 0.569 0.373 0.542 0.590 0.542 0.598
## bpldParaguay 0.197 0.297 0.193 0.279 0.307 0.287 0.313
## bpldPeru 0.499 0.754 0.487 0.709 0.776 0.724 0.795
## bpldUruguay 0.267 0.404 0.261 0.380 0.416 0.389 0.423
## bpldVenezuela 0.442 0.669 0.431 0.636 0.681 0.634 0.697
## syuzhet_average -0.001 0.000 0.001 -0.002 0.002 -0.002 -0.001
## value 0.001 -0.001 0.001 0.003 -0.004 -0.004 -0.001
## percent_emp_x 0.000 -0.004 -0.005 -0.005 -0.009 -0.004 0.010
## female:syuzhet_average 0.000 0.002 0.003 0.002 -0.003 0.004 0.000
## bpldGt bpldGy bpldHn bpldMx bpldNc bpldPn bpldPrg
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana 0.676
## bpldHonduras 0.791 0.646
## bpldMexico 0.903 0.722 0.852
## bpldNicaragua 0.632 0.518 0.599 0.683
## bpldPanama 0.578 0.516 0.551 0.624 0.444
## bpldParaguay 0.303 0.257 0.287 0.325 0.231 0.215
## bpldPeru 0.767 0.643 0.727 0.824 0.586 0.542 0.284
## bpldUruguay 0.409 0.343 0.388 0.440 0.312 0.290 0.152
## bpldVenezuela 0.675 0.566 0.642 0.727 0.517 0.483 0.250
## syuzhet_average -0.001 -0.002 0.000 -0.001 -0.001 0.005 0.000
## value 0.001 -0.003 0.002 0.004 0.001 0.003 0.000
## percent_emp_x 0.006 -0.006 0.004 0.020 0.005 -0.001 -0.003
## female:syuzhet_average 0.001 -0.002 0.001 0.000 -0.001 0.007 0.000
## bpldPer bpldUr bpldVn syzht_ value prcn__
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay 0.384
## bpldVenezuela 0.635 0.339
## syuzhet_average 0.000 0.001 -0.001
## value -0.001 0.000 0.001 -0.122
## percent_emp_x 0.001 -0.003 -0.002 -0.080 -0.016
## female:syuzhet_average 0.001 -0.001 0.003 -0.233 -0.002 0.002
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -3.93928527 0.07492973 0.29427212 0.46035896 1.66570043
##
## Number of Observations: 326347
## Number of Groups: 226- sentiment not significant
- interaction not significant
4 Data Analysis for 24-65 Data Merged by year
4.1 Log Income Model by Race
model5.3<-lme(logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear*racecat2,
data = data_final_2465_1, method = "ML", na.action = "na.omit", random = ~1|NAME)
summary(model5.3)## Linear mixed-effects model fit by maximum likelihood
## Data: data_final_2465_1
## AIC BIC logLik
## 799843.5 800132.3 -399894.8
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.09877372 0.8235653
##
## Fixed effects: logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear * racecat2
## Value Std.Error DF t-value p-value
## (Intercept) 10.152809 0.18748791 326088 54.15181 0.0000
## racecat2Black 0.003662 0.02553363 326088 0.14341 0.8860
## racecat2Indigenous -0.165411 0.03807618 326088 -4.34421 0.0000
## racecat2Asian 0.146536 0.04215190 326088 3.47639 0.0005
## racecat2Other -0.055321 0.00776184 326088 -7.12728 0.0000
## female -0.477732 0.00299574 326088 -159.47052 0.0000
## maritalmarried -0.003029 0.00528335 326088 -0.57339 0.5664
## maritalseparated -0.090326 0.00870685 326088 -10.37409 0.0000
## maritalsingle -0.185909 0.00599651 326088 -31.00286 0.0000
## maritalwidowed -0.081716 0.01346786 326088 -6.06751 0.0000
## age 0.004535 0.00017144 326088 26.45087 0.0000
## citizennaturalized citizen 0.091551 0.00904241 326088 10.12465 0.0000
## citizennot a citizen -0.090150 0.00911591 326088 -9.88931 0.0000
## yrsusa1 0.009228 0.00016116 326088 57.26279 0.0000
## speakengrecode_num -0.018222 0.00122731 326088 -14.84751 0.0000
## edcatHS -0.488064 0.00406886 326088 -119.95098 0.0000
## edcatLess than HS -0.604423 0.00475358 326088 -127.15124 0.0000
## edcatSome Col -0.382707 0.00495909 326088 -77.17295 0.0000
## syuzhetbyyear 0.118884 0.00859182 326088 13.83691 0.0000
## value 0.000000 0.00000000 223 3.06254 0.0025
## percent_emp_x 0.004123 0.00237428 223 1.73644 0.0839
## racecat2Black:syuzhetbyyear 0.024007 0.04393074 326088 0.54648 0.5847
## racecat2Indigenous:syuzhetbyyear 0.148356 0.06422649 326088 2.30989 0.0209
## racecat2Asian:syuzhetbyyear -0.094619 0.07104719 326088 -1.33178 0.1829
## racecat2Other:syuzhetbyyear 0.008766 0.01332449 326088 0.65787 0.5106
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female
## racecat2Black 0.004
## racecat2Indigenous -0.002 0.023
## racecat2Asian 0.004 0.025 0.014
## racecat2Other -0.009 0.115 0.077 0.070
## female -0.010 -0.004 0.003 -0.001 0.000
## maritalmarried -0.030 0.008 0.000 -0.001 0.005 0.102
## maritalseparated -0.017 0.002 0.002 0.002 -0.003 -0.018
## maritalsingle -0.032 0.000 -0.002 -0.001 -0.003 0.073
## maritalwidowed -0.009 0.000 0.001 -0.002 0.000 -0.037
## age -0.020 -0.014 0.000 -0.008 0.013 -0.013
## citizennaturalized citizen -0.045 0.000 0.000 -0.006 -0.013 -0.010
## citizennot a citizen -0.051 0.004 0.001 0.001 -0.015 0.015
## yrsusa1 -0.021 0.004 -0.001 0.006 -0.001 0.021
## speakengrecode_num -0.015 0.023 -0.002 0.024 -0.011 0.021
## edcatHS -0.023 0.005 -0.002 0.008 -0.022 0.079
## edcatLess than HS -0.021 0.013 -0.003 0.009 -0.026 0.088
## edcatSome Col -0.020 0.001 -0.002 0.007 -0.014 0.027
## syuzhetbyyear -0.021 0.168 0.106 0.104 0.534 -0.004
## value -0.010 0.000 0.001 0.000 -0.004 -0.001
## percent_emp_x -0.996 -0.009 -0.001 -0.008 -0.006 0.000
## racecat2Black:syuzhetbyyear 0.000 -0.927 -0.021 -0.019 -0.104 -0.001
## racecat2Indigenous:syuzhetbyyear 0.003 -0.022 -0.916 -0.013 -0.071 -0.002
## racecat2Asian:syuzhetbyyear -0.002 -0.021 -0.013 -0.931 -0.065 0.000
## racecat2Other:syuzhetbyyear 0.012 -0.105 -0.070 -0.063 -0.915 -0.001
## mrtlmr mrtlsp mrtlsn mrtlwd age ctznnc
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated 0.523
## maritalsingle 0.788 0.473
## maritalwidowed 0.330 0.205 0.280
## age 0.056 0.021 0.252 -0.044
## citizennaturalized citizen -0.005 0.005 0.028 0.002 -0.083
## citizennot a citizen -0.009 -0.009 0.008 -0.004 -0.072 0.927
## yrsusa1 0.016 0.014 -0.006 0.005 -0.495 0.047
## speakengrecode_num -0.004 -0.001 0.020 0.008 -0.075 -0.062
## edcatHS -0.002 -0.029 -0.013 -0.016 0.006 -0.029
## edcatLess than HS -0.023 -0.039 -0.038 -0.031 -0.123 -0.020
## edcatSome Col 0.019 -0.008 0.001 -0.004 0.067 -0.022
## syuzhetbyyear 0.003 0.007 -0.002 0.001 -0.014 0.001
## value 0.000 -0.001 -0.004 0.000 -0.004 -0.005
## percent_emp_x 0.003 0.002 -0.001 0.001 -0.006 0.005
## racecat2Black:syuzhetbyyear -0.004 -0.002 -0.002 -0.001 0.001 -0.001
## racecat2Indigenous:syuzhetbyyear -0.001 -0.003 0.000 0.000 0.002 -0.001
## racecat2Asian:syuzhetbyyear -0.001 -0.001 -0.001 0.000 0.001 0.001
## racecat2Other:syuzhetbyyear -0.003 -0.001 0.000 -0.001 -0.003 0.005
## ctznac yrsus1 spkng_ edctHS edLtHS edctSC
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1 0.170
## speakengrecode_num -0.069 0.060
## edcatHS -0.094 -0.035 -0.108
## edcatLess than HS -0.111 -0.009 -0.069 0.626
## edcatSome Col -0.041 -0.063 -0.038 0.538 0.462
## syuzhetbyyear 0.002 -0.018 -0.003 0.018 0.030 0.014
## value -0.004 0.001 -0.003 0.001 0.003 0.000
## percent_emp_x 0.009 0.015 -0.001 0.015 0.018 0.010
## racecat2Black:syuzhetbyyear -0.001 0.002 0.000 -0.001 -0.004 -0.002
## racecat2Indigenous:syuzhetbyyear -0.002 0.000 0.003 0.000 -0.002 0.000
## racecat2Asian:syuzhetbyyear -0.001 0.000 0.000 -0.004 -0.004 -0.003
## racecat2Other:syuzhetbyyear 0.004 0.002 0.008 -0.004 -0.003 -0.002
## syzhtb value prcn__ rcc2B: rcc2I: rcc2A:
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## syuzhetbyyear
## value -0.003
## percent_emp_x -0.002 -0.013
## racecat2Black:syuzhetbyyear -0.182 -0.001 0.005
## racecat2Indigenous:syuzhetbyyear -0.119 0.000 0.000 0.024
## racecat2Asian:syuzhetbyyear -0.114 -0.001 0.005 0.023 0.015
## racecat2Other:syuzhetbyyear -0.586 0.001 0.002 0.116 0.079 0.071
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -13.9118719 -0.4122606 0.1050327 0.5618076 4.7361342
##
## Number of Observations: 326336
## Number of Groups: 226- effect of sentiment is significant, it just doesn’t vary by race
4.2 Log Wage Model by Race
model5.3<-lme(logwage ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear*racecat2,
data = data_final_2465_1, method = "ML", na.action = "na.omit", random = ~1|NAME)
summary(model5.3)## Linear mixed-effects model fit by maximum likelihood
## Data: data_final_2465_1
## AIC BIC logLik
## 1624892 1625181 -812419
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.2894253 2.915615
##
## Fixed effects: logwage ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear * racecat2
## Value Std.Error DF t-value p-value
## (Intercept) 10.546601 0.5727561 326088 18.41378 0.0000
## racecat2Black 0.148635 0.0903809 326088 1.64454 0.1001
## racecat2Indigenous -0.051592 0.1347833 326088 -0.38278 0.7019
## racecat2Asian 0.233570 0.1492139 326088 1.56534 0.1175
## racecat2Other -0.024652 0.0274708 326088 -0.89740 0.3695
## female -0.434692 0.0106053 326088 -40.98813 0.0000
## maritalmarried 0.083200 0.0187036 326088 4.44831 0.0000
## maritalseparated -0.108055 0.0308238 326088 -3.50557 0.0005
## maritalsingle -0.035105 0.0212283 326088 -1.65368 0.0982
## maritalwidowed -0.047385 0.0476785 326088 -0.99384 0.3203
## age -0.014534 0.0006069 326088 -23.94897 0.0000
## citizennaturalized citizen 0.076242 0.0320091 326088 2.38189 0.0172
## citizennot a citizen -0.349071 0.0322684 326088 -10.81774 0.0000
## yrsusa1 0.012523 0.0005704 326088 21.95542 0.0000
## speakengrecode_num -0.059563 0.0043446 326088 -13.70952 0.0000
## edcatHS -0.762464 0.0144022 326088 -52.94073 0.0000
## edcatLess than HS -0.884838 0.0168244 326088 -52.59263 0.0000
## edcatSome Col -0.542410 0.0175548 326088 -30.89812 0.0000
## syuzhetbyyear 0.077966 0.0303670 326088 2.56747 0.0102
## value 0.000000 0.0000000 223 0.39916 0.6902
## percent_emp_x 0.003854 0.0072578 223 0.53105 0.5959
## racecat2Black:syuzhetbyyear 0.191580 0.1555047 326088 1.23199 0.2180
## racecat2Indigenous:syuzhetbyyear -0.005136 0.2273537 326088 -0.02259 0.9820
## racecat2Asian:syuzhetbyyear -0.005776 0.2515018 326088 -0.02297 0.9817
## racecat2Other:syuzhetbyyear -0.012229 0.0471609 326088 -0.25930 0.7954
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female
## racecat2Black 0.004
## racecat2Indigenous -0.002 0.023
## racecat2Asian 0.004 0.025 0.014
## racecat2Other -0.009 0.115 0.077 0.070
## female -0.012 -0.004 0.003 -0.001 0.000
## maritalmarried -0.035 0.008 0.000 -0.001 0.005 0.102
## maritalseparated -0.020 0.002 0.002 0.002 -0.003 -0.018
## maritalsingle -0.037 0.000 -0.002 -0.001 -0.003 0.073
## maritalwidowed -0.010 0.000 0.001 -0.002 0.000 -0.037
## age -0.024 -0.014 0.000 -0.008 0.013 -0.013
## citizennaturalized citizen -0.052 0.000 0.000 -0.006 -0.013 -0.010
## citizennot a citizen -0.059 0.004 0.001 0.001 -0.015 0.015
## yrsusa1 -0.024 0.004 -0.001 0.006 -0.002 0.021
## speakengrecode_num -0.017 0.023 -0.002 0.024 -0.011 0.021
## edcatHS -0.026 0.005 -0.002 0.008 -0.022 0.079
## edcatLess than HS -0.024 0.013 -0.003 0.009 -0.027 0.088
## edcatSome Col -0.023 0.001 -0.002 0.007 -0.014 0.027
## syuzhetbyyear -0.023 0.168 0.106 0.104 0.534 -0.004
## value 0.003 -0.001 0.000 0.000 -0.004 -0.001
## percent_emp_x -0.996 -0.010 -0.002 -0.008 -0.007 0.000
## racecat2Black:syuzhetbyyear 0.000 -0.927 -0.021 -0.019 -0.104 -0.001
## racecat2Indigenous:syuzhetbyyear 0.003 -0.022 -0.916 -0.013 -0.071 -0.002
## racecat2Asian:syuzhetbyyear -0.002 -0.020 -0.013 -0.931 -0.065 0.000
## racecat2Other:syuzhetbyyear 0.013 -0.105 -0.070 -0.063 -0.915 -0.001
## mrtlmr mrtlsp mrtlsn mrtlwd age ctznnc
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated 0.523
## maritalsingle 0.788 0.473
## maritalwidowed 0.330 0.205 0.280
## age 0.056 0.021 0.252 -0.044
## citizennaturalized citizen -0.005 0.005 0.028 0.002 -0.083
## citizennot a citizen -0.010 -0.009 0.008 -0.004 -0.072 0.927
## yrsusa1 0.016 0.014 -0.006 0.005 -0.495 0.047
## speakengrecode_num -0.004 -0.001 0.020 0.008 -0.075 -0.062
## edcatHS -0.002 -0.029 -0.013 -0.016 0.006 -0.029
## edcatLess than HS -0.023 -0.039 -0.038 -0.031 -0.123 -0.020
## edcatSome Col 0.019 -0.008 0.001 -0.004 0.067 -0.022
## syuzhetbyyear 0.003 0.007 -0.002 0.001 -0.014 0.000
## value 0.000 -0.002 -0.004 0.000 -0.005 -0.005
## percent_emp_x 0.003 0.003 -0.001 0.002 -0.006 0.005
## racecat2Black:syuzhetbyyear -0.004 -0.002 -0.002 -0.001 0.001 -0.002
## racecat2Indigenous:syuzhetbyyear -0.001 -0.003 0.000 0.000 0.002 -0.001
## racecat2Asian:syuzhetbyyear -0.001 -0.001 -0.001 0.000 0.001 0.001
## racecat2Other:syuzhetbyyear -0.003 -0.001 0.000 -0.001 -0.003 0.005
## ctznac yrsus1 spkng_ edctHS edLtHS edctSC
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1 0.170
## speakengrecode_num -0.069 0.060
## edcatHS -0.094 -0.036 -0.108
## edcatLess than HS -0.111 -0.009 -0.069 0.625
## edcatSome Col -0.041 -0.063 -0.038 0.538 0.462
## syuzhetbyyear 0.002 -0.018 -0.003 0.018 0.029 0.013
## value -0.005 0.001 -0.003 0.001 0.003 0.000
## percent_emp_x 0.010 0.018 -0.001 0.016 0.020 0.011
## racecat2Black:syuzhetbyyear -0.001 0.002 0.000 -0.001 -0.004 -0.002
## racecat2Indigenous:syuzhetbyyear -0.002 0.000 0.003 0.000 -0.002 0.000
## racecat2Asian:syuzhetbyyear -0.001 0.000 0.000 -0.004 -0.004 -0.003
## racecat2Other:syuzhetbyyear 0.004 0.002 0.008 -0.004 -0.003 -0.001
## syzhtb value prcn__ rcc2B: rcc2I: rcc2A:
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## syuzhetbyyear
## value -0.003
## percent_emp_x -0.003 -0.027
## racecat2Black:syuzhetbyyear -0.183 -0.001 0.005
## racecat2Indigenous:syuzhetbyyear -0.119 0.000 0.000 0.024
## racecat2Asian:syuzhetbyyear -0.114 -0.001 0.005 0.023 0.015
## racecat2Other:syuzhetbyyear -0.587 0.001 0.003 0.116 0.079 0.071
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -3.8589100 0.0796489 0.2966491 0.4589985 1.6711991
##
## Number of Observations: 326336
## Number of Groups: 226- sentiment is significant
- interaction for indigenous group is significant
4.3 Log Income Model by Birthplace (reference is Mexico)
model5.3<-lme(logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear*bpld,
data = data_final_2465_1, method = "ML", na.action = "na.omit", random = ~1|NAME)
summary(model5.3)## Linear mixed-effects model fit by maximum likelihood
## Data: data_final_2465_1
## AIC BIC logLik
## 798974.9 799648.7 -399424.4
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.09630952 0.8223883
##
## Fixed effects: logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear * bpld
## Value Std.Error DF t-value
## (Intercept) 10.477019 0.18820912 326052 55.66691
## racecat2Black -0.005597 0.01064976 326052 -0.52557
## racecat2Indigenous -0.075814 0.01523468 326052 -4.97643
## racecat2Asian 0.024710 0.01694232 326052 1.45846
## racecat2Other -0.043028 0.00316606 326052 -13.59055
## female -0.477408 0.00299624 326052 -159.33545
## maritalmarried -0.003516 0.00528156 326052 -0.66580
## maritalseparated -0.084907 0.00869857 326052 -9.76106
## maritalsingle -0.183713 0.00599566 326052 -30.64109
## maritalwidowed -0.079733 0.01345249 326052 -5.92697
## age 0.004219 0.00017307 326052 24.37701
## citizennaturalized citizen 0.101559 0.00913292 326052 11.12014
## citizennot a citizen -0.080572 0.00921477 326052 -8.74382
## yrsusa1 0.009416 0.00016341 326052 57.62465
## speakengrecode_num -0.015334 0.00123891 326052 -12.37670
## edcatHS -0.473099 0.00419446 326052 -112.79142
## edcatLess than HS -0.584103 0.00494923 326052 -118.01902
## edcatSome Col -0.371446 0.00499026 326052 -74.43428
## bpldBelize -0.217035 0.08421470 326052 -2.57717
## bpldBolivia -0.266114 0.06358017 326052 -4.18549
## bpldBrazil -0.026562 0.04423872 326052 -0.60043
## bpldChile -0.124889 0.06225008 326052 -2.00624
## bpldColumbia -0.225761 0.04236836 326052 -5.32852
## bpldCosta Rica -0.254841 0.06647263 326052 -3.83378
## bpldCuba -0.232091 0.04428703 326052 -5.24061
## bpldDominican Republic -0.318967 0.04123553 326052 -7.73524
## bpldEcuador -0.277021 0.04510313 326052 -6.14195
## bpldEl Salvador -0.245978 0.03970135 326052 -6.19570
## bpldGuatemala -0.268272 0.04111469 326052 -6.52498
## bpldGuyana -0.128913 0.04870409 326052 -2.64686
## bpldHonduras -0.247002 0.04321743 326052 -5.71534
## bpldMexico -0.246285 0.03782326 326052 -6.51146
## bpldNicaragua -0.213741 0.05426174 326052 -3.93907
## bpldPanama -0.153664 0.05629330 326052 -2.72971
## bpldParaguay -0.351056 0.10974508 326052 -3.19883
## bpldPeru -0.223545 0.04435890 326052 -5.03945
## bpldUruguay -0.058331 0.08972557 326052 -0.65010
## bpldVenezuela -0.058875 0.04986211 326052 -1.18075
## syuzhetbyyear 0.129980 0.06469036 326052 2.00926
## value 0.000000 0.00000000 223 3.16555
## percent_emp_x 0.002606 0.00233365 223 1.11661
## bpldBelize:syuzhetbyyear 0.171579 0.14357349 326052 1.19506
## bpldBolivia:syuzhetbyyear -0.040345 0.10969210 326052 -0.36780
## bpldBrazil:syuzhetbyyear -0.072187 0.07668873 326052 -0.94130
## bpldChile:syuzhetbyyear -0.163508 0.10936874 326052 -1.49502
## bpldColumbia:syuzhetbyyear -0.004565 0.07317870 326052 -0.06238
## bpldCosta Rica:syuzhetbyyear 0.120459 0.11530981 326052 1.04466
## bpldCuba:syuzhetbyyear -0.006036 0.07646610 326052 -0.07894
## bpldDominican Republic:syuzhetbyyear 0.016042 0.07099353 326052 0.22596
## bpldEcuador:syuzhetbyyear 0.057989 0.07737441 326052 0.74946
## bpldEl Salvador:syuzhetbyyear 0.017808 0.06835958 326052 0.26050
## bpldGuatemala:syuzhetbyyear -0.008041 0.07059682 326052 -0.11390
## bpldGuyana:syuzhetbyyear -0.010721 0.08317406 326052 -0.12890
## bpldHonduras:syuzhetbyyear 0.015124 0.07497567 326052 0.20172
## bpldMexico:syuzhetbyyear -0.006869 0.06516989 326052 -0.10540
## bpldNicaragua:syuzhetbyyear 0.002574 0.09352447 326052 0.02753
## bpldPanama:syuzhetbyyear 0.022896 0.10037651 326052 0.22810
## bpldParaguay:syuzhetbyyear 0.214528 0.18641613 326052 1.15080
## bpldPeru:syuzhetbyyear -0.047650 0.07674160 326052 -0.62091
## bpldUruguay:syuzhetbyyear -0.074247 0.15461941 326052 -0.48019
## bpldVenezuela:syuzhetbyyear -0.235390 0.08520554 326052 -2.76261
## p-value
## (Intercept) 0.0000
## racecat2Black 0.5992
## racecat2Indigenous 0.0000
## racecat2Asian 0.1447
## racecat2Other 0.0000
## female 0.0000
## maritalmarried 0.5055
## maritalseparated 0.0000
## maritalsingle 0.0000
## maritalwidowed 0.0000
## age 0.0000
## citizennaturalized citizen 0.0000
## citizennot a citizen 0.0000
## yrsusa1 0.0000
## speakengrecode_num 0.0000
## edcatHS 0.0000
## edcatLess than HS 0.0000
## edcatSome Col 0.0000
## bpldBelize 0.0100
## bpldBolivia 0.0000
## bpldBrazil 0.5482
## bpldChile 0.0448
## bpldColumbia 0.0000
## bpldCosta Rica 0.0001
## bpldCuba 0.0000
## bpldDominican Republic 0.0000
## bpldEcuador 0.0000
## bpldEl Salvador 0.0000
## bpldGuatemala 0.0000
## bpldGuyana 0.0081
## bpldHonduras 0.0000
## bpldMexico 0.0000
## bpldNicaragua 0.0001
## bpldPanama 0.0063
## bpldParaguay 0.0014
## bpldPeru 0.0000
## bpldUruguay 0.5156
## bpldVenezuela 0.2377
## syuzhetbyyear 0.0445
## value 0.0018
## percent_emp_x 0.2654
## bpldBelize:syuzhetbyyear 0.2321
## bpldBolivia:syuzhetbyyear 0.7130
## bpldBrazil:syuzhetbyyear 0.3465
## bpldChile:syuzhetbyyear 0.1349
## bpldColumbia:syuzhetbyyear 0.9503
## bpldCosta Rica:syuzhetbyyear 0.2962
## bpldCuba:syuzhetbyyear 0.9371
## bpldDominican Republic:syuzhetbyyear 0.8212
## bpldEcuador:syuzhetbyyear 0.4536
## bpldEl Salvador:syuzhetbyyear 0.7945
## bpldGuatemala:syuzhetbyyear 0.9093
## bpldGuyana:syuzhetbyyear 0.8974
## bpldHonduras:syuzhetbyyear 0.8401
## bpldMexico:syuzhetbyyear 0.9161
## bpldNicaragua:syuzhetbyyear 0.9780
## bpldPanama:syuzhetbyyear 0.8196
## bpldParaguay:syuzhetbyyear 0.2498
## bpldPeru:syuzhetbyyear 0.5347
## bpldUruguay:syuzhetbyyear 0.6311
## bpldVenezuela:syuzhetbyyear 0.0057
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female
## racecat2Black 0.004
## racecat2Indigenous 0.003 0.030
## racecat2Asian 0.001 0.202 0.021
## racecat2Other 0.009 0.159 0.087 0.100
## female -0.012 -0.003 0.003 -0.002 0.001
## maritalmarried -0.028 0.011 0.000 -0.002 0.006 0.100
## maritalseparated -0.016 0.000 0.000 0.001 -0.007 -0.018
## maritalsingle -0.029 -0.005 -0.002 -0.002 -0.007 0.072
## maritalwidowed -0.007 -0.002 0.002 -0.002 0.000 -0.037
## age -0.030 -0.009 0.002 0.004 0.019 -0.009
## citizennaturalized citizen -0.043 -0.016 -0.002 -0.013 -0.020 -0.012
## citizennot a citizen -0.046 -0.015 -0.001 -0.008 -0.028 0.011
## yrsusa1 -0.010 0.004 -0.002 0.003 0.001 0.016
## speakengrecode_num -0.010 -0.001 0.000 0.003 -0.012 0.019
## edcatHS -0.006 0.011 0.001 0.011 -0.042 0.072
## edcatLess than HS -0.001 0.013 -0.003 0.006 -0.048 0.078
## edcatSome Col -0.013 0.002 -0.002 0.009 -0.025 0.025
## bpldBelize -0.089 -0.055 -0.009 -0.015 -0.018 0.000
## bpldBolivia -0.121 0.000 -0.002 -0.001 -0.009 0.000
## bpldBrazil -0.163 -0.006 0.000 -0.004 -0.006 -0.002
## bpldChile -0.120 0.000 0.000 0.003 -0.004 0.001
## bpldColumbia -0.177 -0.004 -0.001 0.001 -0.012 -0.006
## bpldCosta Rica -0.109 -0.010 0.000 -0.001 -0.008 -0.002
## bpldCuba -0.168 -0.011 0.001 0.000 -0.005 0.000
## bpldDominican Republic -0.178 -0.028 -0.004 -0.004 -0.033 -0.006
## bpldEcuador -0.167 -0.001 -0.003 0.001 -0.017 -0.001
## bpldEl Salvador -0.194 -0.004 -0.004 0.002 -0.024 -0.002
## bpldGuatemala -0.187 -0.005 -0.006 0.000 -0.024 0.004
## bpldGuyana -0.152 -0.115 -0.005 -0.101 -0.033 -0.003
## bpldHonduras -0.176 -0.007 -0.001 0.001 -0.021 -0.001
## bpldMexico -0.209 -0.004 -0.004 0.002 -0.019 0.001
## bpldNicaragua -0.141 -0.003 -0.003 0.000 -0.016 -0.003
## bpldPanama -0.138 -0.045 -0.002 -0.016 -0.016 -0.006
## bpldParaguay -0.070 -0.002 -0.004 -0.007 -0.004 -0.001
## bpldPeru -0.170 -0.004 -0.006 -0.001 -0.019 -0.004
## bpldUruguay -0.081 0.001 0.001 0.001 0.000 0.001
## bpldVenezuela -0.148 -0.004 0.000 -0.004 -0.008 -0.001
## syuzhetbyyear -0.188 0.000 0.001 -0.003 -0.001 0.001
## value -0.009 -0.002 0.001 -0.001 -0.006 0.000
## percent_emp_x -0.977 -0.004 -0.003 -0.002 -0.010 0.002
## bpldBelize:syuzhetbyyear 0.081 -0.016 0.004 0.001 0.001 -0.003
## bpldBolivia:syuzhetbyyear 0.111 -0.001 -0.003 0.002 0.001 -0.003
## bpldBrazil:syuzhetbyyear 0.154 -0.001 -0.001 0.000 -0.001 -0.001
## bpldChile:syuzhetbyyear 0.109 0.000 -0.001 0.000 -0.001 -0.001
## bpldColumbia:syuzhetbyyear 0.164 0.000 -0.001 0.004 0.001 0.000
## bpldCosta Rica:syuzhetbyyear 0.100 0.002 -0.001 0.002 0.000 0.001
## bpldCuba:syuzhetbyyear 0.156 0.001 -0.001 0.003 -0.001 0.000
## bpldDominican Republic:syuzhetbyyear 0.168 -0.006 0.000 0.002 0.001 -0.002
## bpldEcuador:syuzhetbyyear 0.156 -0.002 -0.001 0.002 -0.001 -0.001
## bpldEl Salvador:syuzhetbyyear 0.177 0.000 -0.001 0.003 0.000 -0.002
## bpldGuatemala:syuzhetbyyear 0.171 0.000 -0.003 0.002 0.000 -0.002
## bpldGuyana:syuzhetbyyear 0.144 0.010 -0.002 -0.009 0.001 -0.001
## bpldHonduras:syuzhetbyyear 0.161 -0.003 -0.003 0.002 0.000 -0.002
## bpldMexico:syuzhetbyyear 0.187 0.000 -0.001 0.003 0.000 -0.002
## bpldNicaragua:syuzhetbyyear 0.129 -0.003 0.000 0.002 -0.001 0.001
## bpldPanama:syuzhetbyyear 0.122 -0.005 -0.001 0.002 -0.001 0.000
## bpldParaguay:syuzhetbyyear 0.066 0.001 0.002 0.004 0.000 -0.001
## bpldPeru:syuzhetbyyear 0.156 0.000 0.000 0.001 0.000 0.000
## bpldUruguay:syuzhetbyyear 0.075 0.000 -0.001 0.002 0.000 -0.002
## bpldVenezuela:syuzhetbyyear 0.138 -0.002 -0.002 0.003 -0.002 -0.002
## mrtlmr mrtlsp mrtlsn mrtlwd age ctznnc
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated 0.523
## maritalsingle 0.788 0.473
## maritalwidowed 0.330 0.205 0.280
## age 0.051 0.017 0.245 -0.046
## citizennaturalized citizen -0.004 0.006 0.030 0.003 -0.084
## citizennot a citizen -0.007 -0.006 0.011 -0.002 -0.079 0.928
## yrsusa1 0.021 0.017 -0.002 0.008 -0.502 0.043
## speakengrecode_num -0.004 0.000 0.020 0.008 -0.085 -0.059
## edcatHS 0.004 -0.022 -0.004 -0.012 -0.023 -0.017
## edcatLess than HS -0.014 -0.030 -0.026 -0.025 -0.153 -0.007
## edcatSome Col 0.021 -0.005 0.004 -0.003 0.053 -0.017
## bpldBelize 0.005 0.000 0.003 0.000 0.001 -0.002
## bpldBolivia 0.006 0.001 0.002 0.001 0.001 -0.001
## bpldBrazil 0.004 0.002 0.005 0.001 0.002 0.002
## bpldChile 0.001 -0.002 -0.001 -0.001 -0.002 0.001
## bpldColumbia 0.005 0.000 0.002 -0.001 0.000 -0.003
## bpldCosta Rica 0.005 0.000 0.004 0.002 0.003 0.007
## bpldCuba 0.005 -0.001 0.001 0.000 0.000 -0.003
## bpldDominican Republic 0.008 -0.004 0.003 -0.002 0.005 -0.003
## bpldEcuador 0.004 -0.001 0.001 0.000 0.006 -0.003
## bpldEl Salvador 0.002 -0.003 -0.003 -0.003 0.013 -0.006
## bpldGuatemala 0.002 -0.003 -0.002 -0.003 0.018 -0.004
## bpldGuyana 0.000 -0.002 -0.002 -0.003 -0.006 -0.005
## bpldHonduras 0.003 -0.003 -0.004 -0.001 0.015 -0.006
## bpldMexico 0.000 -0.004 -0.002 -0.003 0.019 -0.004
## bpldNicaragua 0.002 -0.002 -0.001 -0.001 0.007 -0.005
## bpldPanama 0.003 0.001 0.001 0.001 0.003 0.048
## bpldParaguay 0.001 0.000 0.000 -0.003 0.005 0.003
## bpldPeru 0.004 -0.001 0.000 -0.001 -0.003 -0.001
## bpldUruguay 0.001 -0.001 0.002 0.000 -0.003 -0.002
## bpldVenezuela 0.002 -0.001 0.003 -0.001 0.003 0.005
## syuzhetbyyear 0.004 0.001 0.001 0.000 -0.001 -0.003
## value 0.000 -0.002 -0.004 0.000 -0.003 -0.004
## percent_emp_x 0.000 0.001 -0.004 0.000 0.003 0.003
## bpldBelize:syuzhetbyyear -0.003 -0.001 -0.003 0.000 -0.002 0.004
## bpldBolivia:syuzhetbyyear -0.006 -0.002 -0.002 -0.002 0.001 0.002
## bpldBrazil:syuzhetbyyear -0.004 -0.001 -0.002 -0.001 0.000 0.003
## bpldChile:syuzhetbyyear -0.001 0.001 0.000 0.000 0.003 0.002
## bpldColumbia:syuzhetbyyear -0.004 -0.001 -0.002 0.000 0.000 0.002
## bpldCosta Rica:syuzhetbyyear -0.004 0.000 -0.002 -0.002 0.001 0.000
## bpldCuba:syuzhetbyyear -0.003 0.000 -0.003 0.000 -0.002 0.003
## bpldDominican Republic:syuzhetbyyear -0.004 0.000 -0.001 0.001 0.001 0.004
## bpldEcuador:syuzhetbyyear -0.003 -0.001 -0.001 0.000 0.000 0.003
## bpldEl Salvador:syuzhetbyyear -0.003 0.000 -0.002 0.001 -0.001 0.004
## bpldGuatemala:syuzhetbyyear -0.004 -0.001 -0.003 0.000 -0.002 0.004
## bpldGuyana:syuzhetbyyear -0.002 0.001 -0.001 0.000 0.000 0.003
## bpldHonduras:syuzhetbyyear -0.003 0.001 -0.001 -0.001 -0.002 0.005
## bpldMexico:syuzhetbyyear -0.003 0.000 -0.002 0.000 -0.001 0.004
## bpldNicaragua:syuzhetbyyear -0.001 0.000 0.001 0.000 -0.002 0.003
## bpldPanama:syuzhetbyyear -0.002 -0.001 -0.002 -0.002 -0.001 -0.005
## bpldParaguay:syuzhetbyyear 0.000 0.001 0.000 0.002 -0.001 -0.001
## bpldPeru:syuzhetbyyear -0.002 0.001 0.000 0.000 0.000 0.001
## bpldUruguay:syuzhetbyyear 0.001 0.002 0.000 0.000 0.002 0.003
## bpldVenezuela:syuzhetbyyear -0.003 0.001 -0.003 0.001 -0.002 0.001
## ctznac yrsus1 spkng_ edctHS edLtHS edctSC
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1 0.170
## speakengrecode_num -0.062 0.066
## edcatHS -0.071 -0.003 -0.095
## edcatLess than HS -0.084 0.026 -0.052 0.649
## edcatSome Col -0.033 -0.048 -0.033 0.546 0.471
## bpldBelize -0.001 0.000 0.012 -0.005 -0.006 -0.002
## bpldBolivia 0.000 0.003 -0.003 -0.006 -0.004 -0.009
## bpldBrazil 0.002 0.012 -0.003 -0.002 -0.002 0.000
## bpldChile 0.001 0.002 0.000 -0.002 0.000 -0.002
## bpldColumbia 0.001 0.010 -0.005 -0.003 -0.004 -0.002
## bpldCosta Rica 0.008 0.003 -0.002 -0.006 -0.005 -0.004
## bpldCuba -0.002 0.002 -0.003 -0.011 -0.007 -0.004
## bpldDominican Republic 0.002 0.009 -0.005 -0.020 -0.019 -0.015
## bpldEcuador -0.001 0.005 -0.008 -0.014 -0.016 -0.011
## bpldEl Salvador -0.006 -0.001 -0.009 -0.034 -0.039 -0.017
## bpldGuatemala -0.005 0.001 -0.009 -0.028 -0.040 -0.014
## bpldGuyana 0.002 0.011 0.029 -0.017 -0.013 -0.007
## bpldHonduras -0.007 0.003 -0.007 -0.027 -0.037 -0.013
## bpldMexico -0.007 -0.008 -0.011 -0.035 -0.040 -0.016
## bpldNicaragua -0.003 -0.003 -0.004 -0.014 -0.014 -0.010
## bpldPanama 0.048 -0.012 0.004 -0.008 -0.007 -0.007
## bpldParaguay 0.004 -0.001 0.001 -0.001 -0.002 -0.001
## bpldPeru 0.003 0.011 -0.005 -0.006 -0.004 -0.008
## bpldUruguay -0.003 0.001 0.001 -0.007 -0.004 -0.007
## bpldVenezuela 0.007 0.009 -0.001 0.009 0.005 0.007
## syuzhetbyyear -0.002 0.003 0.001 0.004 0.003 0.004
## value -0.004 -0.002 -0.004 -0.001 0.001 0.000
## percent_emp_x 0.004 0.004 -0.005 0.001 0.003 0.005
## bpldBelize:syuzhetbyyear 0.002 -0.002 0.000 -0.004 -0.001 -0.005
## bpldBolivia:syuzhetbyyear 0.002 -0.002 0.000 -0.001 -0.002 0.000
## bpldBrazil:syuzhetbyyear 0.003 -0.001 0.001 0.000 0.000 0.000
## bpldChile:syuzhetbyyear 0.002 -0.003 0.000 0.001 0.001 0.001
## bpldColumbia:syuzhetbyyear 0.001 -0.005 -0.002 -0.002 -0.002 -0.003
## bpldCosta Rica:syuzhetbyyear -0.002 -0.005 0.001 -0.004 -0.003 -0.003
## bpldCuba:syuzhetbyyear 0.003 -0.001 -0.002 -0.003 -0.002 -0.003
## bpldDominican Republic:syuzhetbyyear 0.003 -0.003 -0.002 -0.001 -0.001 -0.001
## bpldEcuador:syuzhetbyyear 0.002 -0.005 0.000 -0.003 -0.001 -0.002
## bpldEl Salvador:syuzhetbyyear 0.003 -0.004 -0.001 -0.002 0.001 -0.002
## bpldGuatemala:syuzhetbyyear 0.003 -0.004 0.000 -0.003 0.000 -0.003
## bpldGuyana:syuzhetbyyear 0.002 -0.004 -0.001 -0.004 -0.003 -0.004
## bpldHonduras:syuzhetbyyear 0.005 -0.003 0.000 -0.003 0.001 -0.003
## bpldMexico:syuzhetbyyear 0.003 -0.006 0.000 -0.002 0.000 -0.003
## bpldNicaragua:syuzhetbyyear 0.002 -0.002 -0.002 -0.002 -0.002 -0.002
## bpldPanama:syuzhetbyyear -0.005 -0.002 -0.001 0.003 0.002 0.001
## bpldParaguay:syuzhetbyyear -0.001 0.001 -0.001 -0.003 -0.001 -0.002
## bpldPeru:syuzhetbyyear 0.000 -0.003 -0.002 -0.002 -0.001 -0.002
## bpldUruguay:syuzhetbyyear 0.003 -0.001 -0.002 0.001 -0.001 0.002
## bpldVenezuela:syuzhetbyyear -0.001 0.003 -0.003 0.002 0.002 0.000
## bpldBlz bpldBlv bpldBr bpldCh bpldCl
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia 0.261
## bpldBrazil 0.375 0.497
## bpldChile 0.267 0.353 0.508
## bpldColumbia 0.392 0.519 0.747 0.530
## bpldCosta Rica 0.250 0.331 0.476 0.338 0.497
## bpldCuba 0.376 0.496 0.713 0.507 0.746
## bpldDominican Republic 0.404 0.534 0.769 0.545 0.803
## bpldEcuador 0.368 0.488 0.701 0.498 0.733
## bpldEl Salvador 0.419 0.557 0.796 0.566 0.832
## bpldGuatemala 0.405 0.536 0.769 0.546 0.803
## bpldGuyana 0.348 0.452 0.649 0.461 0.679
## bpldHonduras 0.385 0.510 0.731 0.520 0.765
## bpldMexico 0.440 0.581 0.835 0.594 0.873
## bpldNicaragua 0.306 0.406 0.582 0.414 0.609
## bpldPanama 0.298 0.391 0.561 0.399 0.586
## bpldParaguay 0.152 0.201 0.288 0.205 0.301
## bpldPeru 0.375 0.497 0.712 0.507 0.745
## bpldUruguay 0.185 0.245 0.352 0.250 0.368
## bpldVenezuela 0.333 0.441 0.634 0.450 0.662
## syuzhetbyyear 0.408 0.541 0.776 0.551 0.811
## value 0.001 -0.002 -0.001 0.000 0.000
## percent_emp_x 0.000 0.004 -0.005 0.001 0.001
## bpldBelize:syuzhetbyyear -0.927 -0.243 -0.349 -0.248 -0.365
## bpldBolivia:syuzhetbyyear -0.241 -0.916 -0.457 -0.325 -0.478
## bpldBrazil:syuzhetbyyear -0.344 -0.455 -0.919 -0.465 -0.684
## bpldChile:syuzhetbyyear -0.241 -0.319 -0.459 -0.916 -0.479
## bpldColumbia:syuzhetbyyear -0.361 -0.478 -0.686 -0.488 -0.920
## bpldCosta Rica:syuzhetbyyear -0.229 -0.303 -0.436 -0.310 -0.455
## bpldCuba:syuzhetbyyear -0.345 -0.457 -0.656 -0.467 -0.686
## bpldDominican Republic:syuzhetbyyear -0.371 -0.492 -0.708 -0.503 -0.739
## bpldEcuador:syuzhetbyyear -0.341 -0.452 -0.649 -0.461 -0.678
## bpldEl Salvador:syuzhetbyyear -0.386 -0.512 -0.734 -0.522 -0.767
## bpldGuatemala:syuzhetbyyear -0.374 -0.495 -0.711 -0.505 -0.743
## bpldGuyana:syuzhetbyyear -0.318 -0.421 -0.604 -0.429 -0.631
## bpldHonduras:syuzhetbyyear -0.352 -0.466 -0.669 -0.476 -0.700
## bpldMexico:syuzhetbyyear -0.405 -0.536 -0.770 -0.548 -0.805
## bpldNicaragua:syuzhetbyyear -0.282 -0.374 -0.537 -0.382 -0.561
## bpldPanama:syuzhetbyyear -0.263 -0.348 -0.500 -0.356 -0.522
## bpldParaguay:syuzhetbyyear -0.142 -0.187 -0.269 -0.192 -0.281
## bpldPeru:syuzhetbyyear -0.344 -0.455 -0.654 -0.465 -0.683
## bpldUruguay:syuzhetbyyear -0.171 -0.226 -0.325 -0.231 -0.339
## bpldVenezuela:syuzhetbyyear -0.310 -0.410 -0.589 -0.419 -0.615
## bpldCR bpldCb bpldDR bpldEc bpldES bpldGt
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba 0.475
## bpldDominican Republic 0.511 0.766
## bpldEcuador 0.467 0.700 0.756
## bpldEl Salvador 0.530 0.796 0.856 0.782
## bpldGuatemala 0.512 0.768 0.827 0.756 0.861
## bpldGuyana 0.433 0.650 0.702 0.639 0.724 0.699
## bpldHonduras 0.487 0.732 0.786 0.719 0.819 0.791
## bpldMexico 0.556 0.835 0.897 0.821 0.935 0.903
## bpldNicaragua 0.388 0.583 0.626 0.572 0.651 0.629
## bpldPanama 0.375 0.562 0.603 0.550 0.626 0.604
## bpldParaguay 0.192 0.287 0.309 0.283 0.321 0.310
## bpldPeru 0.474 0.712 0.766 0.700 0.795 0.768
## bpldUruguay 0.235 0.352 0.379 0.346 0.393 0.379
## bpldVenezuela 0.422 0.634 0.680 0.621 0.706 0.682
## syuzhetbyyear 0.516 0.775 0.834 0.762 0.866 0.836
## value 0.001 0.000 -0.001 -0.002 -0.002 0.000
## percent_emp_x -0.004 0.000 -0.002 0.002 0.007 0.006
## bpldBelize:syuzhetbyyear -0.233 -0.349 -0.375 -0.343 -0.390 -0.376
## bpldBolivia:syuzhetbyyear -0.305 -0.457 -0.492 -0.449 -0.511 -0.493
## bpldBrazil:syuzhetbyyear -0.436 -0.653 -0.703 -0.642 -0.729 -0.704
## bpldChile:syuzhetbyyear -0.306 -0.459 -0.492 -0.450 -0.512 -0.494
## bpldColumbia:syuzhetbyyear -0.457 -0.686 -0.737 -0.673 -0.765 -0.739
## bpldCosta Rica:syuzhetbyyear -0.923 -0.435 -0.467 -0.427 -0.485 -0.468
## bpldCuba:syuzhetbyyear -0.437 -0.918 -0.704 -0.644 -0.732 -0.707
## bpldDominican Republic:syuzhetbyyear -0.471 -0.706 -0.919 -0.694 -0.789 -0.762
## bpldEcuador:syuzhetbyyear -0.432 -0.648 -0.697 -0.923 -0.724 -0.699
## bpldEl Salvador:syuzhetbyyear -0.489 -0.734 -0.788 -0.721 -0.918 -0.791
## bpldGuatemala:syuzhetbyyear -0.473 -0.710 -0.764 -0.698 -0.793 -0.918
## bpldGuyana:syuzhetbyyear -0.402 -0.603 -0.648 -0.592 -0.673 -0.650
## bpldHonduras:syuzhetbyyear -0.446 -0.669 -0.719 -0.657 -0.747 -0.721
## bpldMexico:syuzhetbyyear -0.513 -0.770 -0.827 -0.756 -0.859 -0.830
## bpldNicaragua:syuzhetbyyear -0.357 -0.536 -0.576 -0.527 -0.599 -0.578
## bpldPanama:syuzhetbyyear -0.333 -0.500 -0.536 -0.491 -0.558 -0.538
## bpldParaguay:syuzhetbyyear -0.179 -0.269 -0.288 -0.264 -0.300 -0.290
## bpldPeru:syuzhetbyyear -0.435 -0.654 -0.702 -0.642 -0.729 -0.704
## bpldUruguay:syuzhetbyyear -0.216 -0.324 -0.348 -0.318 -0.362 -0.349
## bpldVenezuela:syuzhetbyyear -0.392 -0.588 -0.632 -0.578 -0.657 -0.634
## bpldGy bpldHn bpldMx bpldNc bpldPn bpldPrg
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras 0.665
## bpldMexico 0.758 0.859
## bpldNicaragua 0.530 0.598 0.683
## bpldPanama 0.516 0.575 0.657 0.458
## bpldParaguay 0.262 0.295 0.337 0.235 0.227
## bpldPeru 0.648 0.730 0.834 0.582 0.560 0.287
## bpldUruguay 0.320 0.361 0.412 0.287 0.277 0.142
## bpldVenezuela 0.576 0.649 0.741 0.517 0.499 0.256
## syuzhetbyyear 0.707 0.795 0.908 0.633 0.610 0.313
## value -0.001 0.001 0.001 0.000 0.002 0.000
## percent_emp_x 0.000 0.005 0.013 0.004 0.004 0.002
## bpldBelize:syuzhetbyyear -0.317 -0.358 -0.409 -0.285 -0.274 -0.141
## bpldBolivia:syuzhetbyyear -0.416 -0.469 -0.536 -0.373 -0.359 -0.184
## bpldBrazil:syuzhetbyyear -0.594 -0.670 -0.766 -0.534 -0.514 -0.264
## bpldChile:syuzhetbyyear -0.417 -0.470 -0.537 -0.374 -0.361 -0.185
## bpldColumbia:syuzhetbyyear -0.623 -0.703 -0.803 -0.560 -0.539 -0.277
## bpldCosta Rica:syuzhetbyyear -0.396 -0.446 -0.509 -0.355 -0.342 -0.175
## bpldCuba:syuzhetbyyear -0.597 -0.673 -0.768 -0.536 -0.516 -0.265
## bpldDominican Republic:syuzhetbyyear -0.642 -0.724 -0.827 -0.577 -0.555 -0.285
## bpldEcuador:syuzhetbyyear -0.590 -0.665 -0.759 -0.529 -0.510 -0.262
## bpldEl Salvador:syuzhetbyyear -0.668 -0.753 -0.859 -0.599 -0.577 -0.296
## bpldGuatemala:syuzhetbyyear -0.647 -0.728 -0.832 -0.580 -0.559 -0.287
## bpldGuyana:syuzhetbyyear -0.916 -0.618 -0.706 -0.493 -0.475 -0.243
## bpldHonduras:syuzhetbyyear -0.608 -0.917 -0.784 -0.547 -0.526 -0.270
## bpldMexico:syuzhetbyyear -0.700 -0.789 -0.917 -0.628 -0.605 -0.311
## bpldNicaragua:syuzhetbyyear -0.488 -0.550 -0.628 -0.919 -0.422 -0.216
## bpldPanama:syuzhetbyyear -0.454 -0.512 -0.586 -0.408 -0.912 -0.202
## bpldParaguay:syuzhetbyyear -0.245 -0.276 -0.315 -0.219 -0.212 -0.916
## bpldPeru:syuzhetbyyear -0.594 -0.670 -0.765 -0.533 -0.514 -0.264
## bpldUruguay:syuzhetbyyear -0.295 -0.332 -0.380 -0.265 -0.255 -0.131
## bpldVenezuela:syuzhetbyyear -0.536 -0.603 -0.689 -0.480 -0.463 -0.238
## bpldPer bpldUr bpldVn syzhtb value prcn__
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay 0.351
## bpldVenezuela 0.632 0.313
## syuzhetbyyear 0.774 0.383 0.689
## value -0.001 0.001 0.001 -0.001
## percent_emp_x 0.003 -0.002 -0.002 0.005 -0.014
## bpldBelize:syuzhetbyyear -0.349 -0.172 -0.310 -0.450 -0.001 0.001
## bpldBolivia:syuzhetbyyear -0.457 -0.226 -0.406 -0.589 0.001 -0.004
## bpldBrazil:syuzhetbyyear -0.653 -0.323 -0.581 -0.841 0.001 0.000
## bpldChile:syuzhetbyyear -0.458 -0.226 -0.407 -0.590 0.000 -0.001
## bpldColumbia:syuzhetbyyear -0.684 -0.338 -0.609 -0.882 0.000 -0.003
## bpldCosta Rica:syuzhetbyyear -0.434 -0.215 -0.387 -0.560 0.000 0.002
## bpldCuba:syuzhetbyyear -0.655 -0.324 -0.583 -0.845 0.001 -0.002
## bpldDominican Republic:syuzhetbyyear -0.706 -0.349 -0.628 -0.910 -0.001 -0.001
## bpldEcuador:syuzhetbyyear -0.647 -0.320 -0.576 -0.835 0.001 -0.004
## bpldEl Salvador:syuzhetbyyear -0.733 -0.362 -0.652 -0.945 0.001 -0.004
## bpldGuatemala:syuzhetbyyear -0.709 -0.351 -0.631 -0.915 0.000 -0.004
## bpldGuyana:syuzhetbyyear -0.602 -0.298 -0.536 -0.777 -0.001 -0.002
## bpldHonduras:syuzhetbyyear -0.668 -0.330 -0.594 -0.861 0.000 -0.003
## bpldMexico:syuzhetbyyear -0.769 -0.380 -0.684 -0.991 0.001 -0.006
## bpldNicaragua:syuzhetbyyear -0.536 -0.265 -0.476 -0.691 0.000 -0.003
## bpldPanama:syuzhetbyyear -0.499 -0.247 -0.444 -0.643 -0.001 -0.004
## bpldParaguay:syuzhetbyyear -0.268 -0.133 -0.239 -0.346 0.000 -0.003
## bpldPeru:syuzhetbyyear -0.920 -0.323 -0.580 -0.841 0.000 -0.003
## bpldUruguay:syuzhetbyyear -0.324 -0.932 -0.288 -0.418 -0.001 0.001
## bpldVenezuela:syuzhetbyyear -0.588 -0.291 -0.919 -0.758 -0.001 0.001
## bpldBlz: bpldBlv: bpldBr: bpldCh: bpldCl:
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhetbyyear
## value
## percent_emp_x
## bpldBelize:syuzhetbyyear
## bpldBolivia:syuzhetbyyear 0.265
## bpldBrazil:syuzhetbyyear 0.379 0.496
## bpldChile:syuzhetbyyear 0.266 0.348 0.498
## bpldColumbia:syuzhetbyyear 0.397 0.520 0.744 0.522
## bpldCosta Rica:syuzhetbyyear 0.252 0.330 0.472 0.331 0.495
## bpldCuba:syuzhetbyyear 0.380 0.498 0.712 0.499 0.747
## bpldDominican Republic:syuzhetbyyear 0.410 0.537 0.767 0.538 0.805
## bpldEcuador:syuzhetbyyear 0.376 0.492 0.704 0.493 0.738
## bpldEl Salvador:syuzhetbyyear 0.426 0.557 0.796 0.558 0.835
## bpldGuatemala:syuzhetbyyear 0.412 0.539 0.771 0.541 0.808
## bpldGuyana:syuzhetbyyear 0.350 0.458 0.655 0.459 0.686
## bpldHonduras:syuzhetbyyear 0.388 0.508 0.726 0.509 0.761
## bpldMexico:syuzhetbyyear 0.446 0.584 0.835 0.586 0.875
## bpldNicaragua:syuzhetbyyear 0.311 0.407 0.582 0.408 0.610
## bpldPanama:syuzhetbyyear 0.290 0.379 0.542 0.381 0.569
## bpldParaguay:syuzhetbyyear 0.156 0.204 0.292 0.205 0.306
## bpldPeru:syuzhetbyyear 0.379 0.496 0.709 0.498 0.744
## bpldUruguay:syuzhetbyyear 0.188 0.246 0.352 0.247 0.369
## bpldVenezuela:syuzhetbyyear 0.341 0.447 0.639 0.448 0.670
## bplCR: bpldCb: bplDR: bpldE: bplES:
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhetbyyear
## value
## percent_emp_x
## bpldBelize:syuzhetbyyear
## bpldBolivia:syuzhetbyyear
## bpldBrazil:syuzhetbyyear
## bpldChile:syuzhetbyyear
## bpldColumbia:syuzhetbyyear
## bpldCosta Rica:syuzhetbyyear
## bpldCuba:syuzhetbyyear 0.474
## bpldDominican Republic:syuzhetbyyear 0.510 0.769
## bpldEcuador:syuzhetbyyear 0.468 0.706 0.761
## bpldEl Salvador:syuzhetbyyear 0.530 0.799 0.860 0.789
## bpldGuatemala:syuzhetbyyear 0.513 0.774 0.833 0.764 0.866
## bpldGuyana:syuzhetbyyear 0.436 0.657 0.708 0.649 0.734
## bpldHonduras:syuzhetbyyear 0.483 0.729 0.785 0.720 0.815
## bpldMexico:syuzhetbyyear 0.556 0.838 0.902 0.828 0.938
## bpldNicaragua:syuzhetbyyear 0.387 0.584 0.629 0.577 0.654
## bpldPanama:syuzhetbyyear 0.361 0.544 0.586 0.538 0.608
## bpldParaguay:syuzhetbyyear 0.194 0.293 0.316 0.290 0.327
## bpldPeru:syuzhetbyyear 0.472 0.712 0.767 0.703 0.796
## bpldUruguay:syuzhetbyyear 0.234 0.353 0.381 0.349 0.395
## bpldVenezuela:syuzhetbyyear 0.425 0.642 0.690 0.633 0.717
## bpldGt: bpldGy: bpldH: bpldM: bpldN:
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhetbyyear
## value
## percent_emp_x
## bpldBelize:syuzhetbyyear
## bpldBolivia:syuzhetbyyear
## bpldBrazil:syuzhetbyyear
## bpldChile:syuzhetbyyear
## bpldColumbia:syuzhetbyyear
## bpldCosta Rica:syuzhetbyyear
## bpldCuba:syuzhetbyyear
## bpldDominican Republic:syuzhetbyyear
## bpldEcuador:syuzhetbyyear
## bpldEl Salvador:syuzhetbyyear
## bpldGuatemala:syuzhetbyyear
## bpldGuyana:syuzhetbyyear 0.711
## bpldHonduras:syuzhetbyyear 0.789 0.670
## bpldMexico:syuzhetbyyear 0.908 0.770 0.855
## bpldNicaragua:syuzhetbyyear 0.633 0.537 0.596 0.685
## bpldPanama:syuzhetbyyear 0.589 0.500 0.555 0.638 0.445
## bpldParaguay:syuzhetbyyear 0.317 0.269 0.299 0.344 0.239
## bpldPeru:syuzhetbyyear 0.771 0.654 0.726 0.835 0.582
## bpldUruguay:syuzhetbyyear 0.382 0.325 0.360 0.414 0.289
## bpldVenezuela:syuzhetbyyear 0.694 0.589 0.654 0.752 0.524
## bpldPn: bpldPrg: bpldPr:s bpldU:
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhetbyyear
## value
## percent_emp_x
## bpldBelize:syuzhetbyyear
## bpldBolivia:syuzhetbyyear
## bpldBrazil:syuzhetbyyear
## bpldChile:syuzhetbyyear
## bpldColumbia:syuzhetbyyear
## bpldCosta Rica:syuzhetbyyear
## bpldCuba:syuzhetbyyear
## bpldDominican Republic:syuzhetbyyear
## bpldEcuador:syuzhetbyyear
## bpldEl Salvador:syuzhetbyyear
## bpldGuatemala:syuzhetbyyear
## bpldGuyana:syuzhetbyyear
## bpldHonduras:syuzhetbyyear
## bpldMexico:syuzhetbyyear
## bpldNicaragua:syuzhetbyyear
## bpldPanama:syuzhetbyyear
## bpldParaguay:syuzhetbyyear 0.223
## bpldPeru:syuzhetbyyear 0.542 0.292
## bpldUruguay:syuzhetbyyear 0.269 0.145 0.352
## bpldVenezuela:syuzhetbyyear 0.488 0.263 0.639 0.317
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -13.9207358 -0.4099720 0.1069474 0.5624807 4.7470753
##
## Number of Observations: 326336
## Number of Groups: 2264.4 Log Wage Model by Birthplace (reference is Mexico)
model5.3<-lme(logwage ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear*bpld,
data = data_final_2465_1, method = "ML", na.action = "na.omit", random = ~1|NAME)
summary(model5.3)## Linear mixed-effects model fit by maximum likelihood
## Data: data_final_2465_1
## AIC BIC logLik
## 1624320 1624994 -812097
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.2883388 2.912742
##
## Fixed effects: logwage ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear * bpld
## Value Std.Error DF t-value
## (Intercept) 9.833446 0.5890371 326052 16.69410
## racecat2Black 0.155523 0.0377170 326052 4.12343
## racecat2Indigenous -0.049437 0.0539550 326052 -0.91626
## racecat2Asian 0.166618 0.0600042 326052 2.77677
## racecat2Other -0.039774 0.0112104 326052 -3.54798
## female -0.436662 0.0106118 326052 -41.14854
## maritalmarried 0.079367 0.0187058 326052 4.24289
## maritalseparated -0.117485 0.0308082 326052 -3.81343
## maritalsingle -0.040315 0.0212348 326052 -1.89856
## maritalwidowed -0.052134 0.0476454 326052 -1.09421
## age -0.014298 0.0006130 326052 -23.32695
## citizennaturalized citizen 0.075891 0.0323450 326052 2.34629
## citizennot a citizen -0.351423 0.0326345 326052 -10.76843
## yrsusa1 0.011344 0.0005787 326052 19.60251
## speakengrecode_num -0.059237 0.0043877 326052 -13.50067
## edcatHS -0.794410 0.0148544 326052 -53.47994
## edcatLess than HS -0.913445 0.0175268 326052 -52.11693
## edcatSome Col -0.559929 0.0176734 326052 -31.68207
## bpldBelize 0.280555 0.2982295 326052 0.94073
## bpldBolivia -0.252144 0.2251749 326052 -1.11977
## bpldBrazil -0.321955 0.1566713 326052 -2.05497
## bpldChile 0.291169 0.2204599 326052 1.32073
## bpldColumbia 0.060519 0.1500516 326052 0.40332
## bpldCosta Rica -0.191814 0.2354173 326052 -0.81478
## bpldCuba 0.269240 0.1568384 326052 1.71667
## bpldDominican Republic 0.084787 0.1460251 326052 0.58063
## bpldEcuador -0.108020 0.1597361 326052 -0.67624
## bpldEl Salvador 0.250750 0.1406061 326052 1.78335
## bpldGuatemala 0.072445 0.1456097 326052 0.49753
## bpldGuyana 0.281638 0.1724911 326052 1.63277
## bpldHonduras 0.106150 0.1530568 326052 0.69353
## bpldMexico 0.244733 0.1339516 326052 1.82703
## bpldNicaragua 0.062349 0.1921723 326052 0.32444
## bpldPanama 0.236552 0.1993428 326052 1.18666
## bpldParaguay -1.131272 0.3886604 326052 -2.91069
## bpldPeru -0.039885 0.1571016 326052 -0.25388
## bpldUruguay -0.407554 0.3177707 326052 -1.28254
## bpldVenezuela 0.468147 0.1765908 326052 2.65103
## syuzhetbyyear 0.428516 0.2291044 326052 1.87040
## value 0.000000 0.0000000 223 0.47846
## percent_emp_x 0.011239 0.0072636 223 1.54731
## bpldBelize:syuzhetbyyear -0.171537 0.5084413 326052 -0.33738
## bpldBolivia:syuzhetbyyear 0.117040 0.3884813 326052 0.30128
## bpldBrazil:syuzhetbyyear -0.516655 0.2716004 326052 -1.90226
## bpldChile:syuzhetbyyear -0.752164 0.3873346 326052 -1.94190
## bpldColumbia:syuzhetbyyear -0.147990 0.2591708 326052 -0.57101
## bpldCosta Rica:syuzhetbyyear 0.295696 0.4083811 326052 0.72407
## bpldCuba:syuzhetbyyear -0.385306 0.2707986 326052 -1.42285
## bpldDominican Republic:syuzhetbyyear -0.142128 0.2514188 326052 -0.56530
## bpldEcuador:syuzhetbyyear 0.029773 0.2740282 326052 0.10865
## bpldEl Salvador:syuzhetbyyear -0.398098 0.2421044 326052 -1.64432
## bpldGuatemala:syuzhetbyyear -0.711043 0.2500265 326052 -2.84387
## bpldGuyana:syuzhetbyyear -0.278375 0.2945707 326052 -0.94502
## bpldHonduras:syuzhetbyyear -0.260743 0.2655339 326052 -0.98196
## bpldMexico:syuzhetbyyear -0.368990 0.2308060 326052 -1.59870
## bpldNicaragua:syuzhetbyyear -0.106366 0.3312260 326052 -0.32113
## bpldPanama:syuzhetbyyear 0.039619 0.3554677 326052 0.11146
## bpldParaguay:syuzhetbyyear 0.714544 0.6601942 326052 1.08232
## bpldPeru:syuzhetbyyear -0.031811 0.2717902 326052 -0.11704
## bpldUruguay:syuzhetbyyear 0.542780 0.5476089 326052 0.99118
## bpldVenezuela:syuzhetbyyear -0.854038 0.3017651 326052 -2.83014
## p-value
## (Intercept) 0.0000
## racecat2Black 0.0000
## racecat2Indigenous 0.3595
## racecat2Asian 0.0055
## racecat2Other 0.0004
## female 0.0000
## maritalmarried 0.0000
## maritalseparated 0.0001
## maritalsingle 0.0576
## maritalwidowed 0.2739
## age 0.0000
## citizennaturalized citizen 0.0190
## citizennot a citizen 0.0000
## yrsusa1 0.0000
## speakengrecode_num 0.0000
## edcatHS 0.0000
## edcatLess than HS 0.0000
## edcatSome Col 0.0000
## bpldBelize 0.3468
## bpldBolivia 0.2628
## bpldBrazil 0.0399
## bpldChile 0.1866
## bpldColumbia 0.6867
## bpldCosta Rica 0.4152
## bpldCuba 0.0860
## bpldDominican Republic 0.5615
## bpldEcuador 0.4989
## bpldEl Salvador 0.0745
## bpldGuatemala 0.6188
## bpldGuyana 0.1025
## bpldHonduras 0.4880
## bpldMexico 0.0677
## bpldNicaragua 0.7456
## bpldPanama 0.2354
## bpldParaguay 0.0036
## bpldPeru 0.7996
## bpldUruguay 0.1997
## bpldVenezuela 0.0080
## syuzhetbyyear 0.0614
## value 0.6328
## percent_emp_x 0.1232
## bpldBelize:syuzhetbyyear 0.7358
## bpldBolivia:syuzhetbyyear 0.7632
## bpldBrazil:syuzhetbyyear 0.0571
## bpldChile:syuzhetbyyear 0.0522
## bpldColumbia:syuzhetbyyear 0.5680
## bpldCosta Rica:syuzhetbyyear 0.4690
## bpldCuba:syuzhetbyyear 0.1548
## bpldDominican Republic:syuzhetbyyear 0.5719
## bpldEcuador:syuzhetbyyear 0.9135
## bpldEl Salvador:syuzhetbyyear 0.1001
## bpldGuatemala:syuzhetbyyear 0.0045
## bpldGuyana:syuzhetbyyear 0.3446
## bpldHonduras:syuzhetbyyear 0.3261
## bpldMexico:syuzhetbyyear 0.1099
## bpldNicaragua:syuzhetbyyear 0.7481
## bpldPanama:syuzhetbyyear 0.9113
## bpldParaguay:syuzhetbyyear 0.2791
## bpldPeru:syuzhetbyyear 0.9068
## bpldUruguay:syuzhetbyyear 0.3216
## bpldVenezuela:syuzhetbyyear 0.0047
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female
## racecat2Black 0.004
## racecat2Indigenous 0.003 0.030
## racecat2Asian 0.001 0.202 0.021
## racecat2Other 0.011 0.159 0.087 0.100
## female -0.014 -0.003 0.003 -0.002 0.001
## maritalmarried -0.032 0.011 0.000 -0.002 0.006 0.100
## maritalseparated -0.018 0.000 0.000 0.001 -0.007 -0.018
## maritalsingle -0.034 -0.005 -0.002 -0.002 -0.007 0.072
## maritalwidowed -0.008 -0.002 0.002 -0.002 0.000 -0.037
## age -0.034 -0.009 0.002 0.004 0.019 -0.009
## citizennaturalized citizen -0.048 -0.016 -0.002 -0.013 -0.020 -0.012
## citizennot a citizen -0.052 -0.015 -0.001 -0.008 -0.028 0.011
## yrsusa1 -0.011 0.004 -0.002 0.003 0.001 0.016
## speakengrecode_num -0.011 -0.001 0.000 0.003 -0.012 0.019
## edcatHS -0.006 0.011 0.001 0.011 -0.042 0.072
## edcatLess than HS 0.000 0.013 -0.003 0.006 -0.048 0.078
## edcatSome Col -0.015 0.002 -0.002 0.009 -0.025 0.025
## bpldBelize -0.101 -0.055 -0.009 -0.015 -0.018 0.000
## bpldBolivia -0.136 0.000 -0.002 -0.001 -0.009 0.000
## bpldBrazil -0.185 -0.006 0.000 -0.004 -0.006 -0.002
## bpldChile -0.136 0.000 0.000 0.003 -0.005 0.001
## bpldColumbia -0.200 -0.004 -0.001 0.001 -0.012 -0.006
## bpldCosta Rica -0.123 -0.010 0.000 -0.001 -0.008 -0.002
## bpldCuba -0.190 -0.011 0.001 0.000 -0.005 0.000
## bpldDominican Republic -0.202 -0.028 -0.004 -0.004 -0.033 -0.006
## bpldEcuador -0.188 -0.001 -0.003 0.001 -0.017 -0.001
## bpldEl Salvador -0.219 -0.004 -0.004 0.002 -0.024 -0.002
## bpldGuatemala -0.211 -0.005 -0.006 0.000 -0.024 0.004
## bpldGuyana -0.172 -0.116 -0.005 -0.101 -0.033 -0.003
## bpldHonduras -0.199 -0.007 -0.001 0.001 -0.021 -0.001
## bpldMexico -0.236 -0.004 -0.004 0.002 -0.019 0.001
## bpldNicaragua -0.159 -0.003 -0.003 0.000 -0.016 -0.003
## bpldPanama -0.156 -0.045 -0.002 -0.016 -0.016 -0.006
## bpldParaguay -0.079 -0.002 -0.004 -0.007 -0.004 -0.001
## bpldPeru -0.192 -0.004 -0.006 -0.001 -0.019 -0.004
## bpldUruguay -0.091 0.001 0.001 0.001 0.000 0.001
## bpldVenezuela -0.168 -0.004 0.000 -0.004 -0.008 -0.001
## syuzhetbyyear -0.212 0.000 0.001 -0.003 -0.001 0.001
## value 0.002 -0.002 0.001 -0.001 -0.007 0.000
## percent_emp_x -0.970 -0.004 -0.004 -0.003 -0.011 0.002
## bpldBelize:syuzhetbyyear 0.092 -0.016 0.004 0.001 0.001 -0.003
## bpldBolivia:syuzhetbyyear 0.125 -0.001 -0.003 0.002 0.001 -0.003
## bpldBrazil:syuzhetbyyear 0.174 -0.001 -0.001 0.000 -0.001 -0.001
## bpldChile:syuzhetbyyear 0.123 0.000 -0.001 0.000 -0.001 -0.001
## bpldColumbia:syuzhetbyyear 0.186 0.000 -0.001 0.004 0.001 0.000
## bpldCosta Rica:syuzhetbyyear 0.114 0.002 -0.001 0.002 0.000 0.001
## bpldCuba:syuzhetbyyear 0.177 0.001 -0.001 0.003 -0.001 0.000
## bpldDominican Republic:syuzhetbyyear 0.190 -0.006 0.000 0.002 0.001 -0.002
## bpldEcuador:syuzhetbyyear 0.176 -0.002 -0.001 0.002 -0.001 -0.001
## bpldEl Salvador:syuzhetbyyear 0.200 0.000 -0.001 0.003 0.000 -0.002
## bpldGuatemala:syuzhetbyyear 0.193 0.000 -0.003 0.002 0.000 -0.002
## bpldGuyana:syuzhetbyyear 0.163 0.010 -0.002 -0.009 0.001 -0.001
## bpldHonduras:syuzhetbyyear 0.181 -0.003 -0.003 0.002 0.000 -0.002
## bpldMexico:syuzhetbyyear 0.212 0.000 -0.001 0.003 0.000 -0.002
## bpldNicaragua:syuzhetbyyear 0.146 -0.003 0.000 0.002 -0.001 0.001
## bpldPanama:syuzhetbyyear 0.138 -0.005 -0.001 0.002 -0.001 0.000
## bpldParaguay:syuzhetbyyear 0.075 0.001 0.002 0.004 0.000 -0.001
## bpldPeru:syuzhetbyyear 0.177 0.000 0.000 0.001 0.000 0.000
## bpldUruguay:syuzhetbyyear 0.085 0.000 -0.001 0.002 0.000 -0.002
## bpldVenezuela:syuzhetbyyear 0.156 -0.002 -0.002 0.003 -0.002 -0.002
## mrtlmr mrtlsp mrtlsn mrtlwd age ctznnc
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated 0.523
## maritalsingle 0.788 0.473
## maritalwidowed 0.330 0.205 0.280
## age 0.051 0.017 0.245 -0.046
## citizennaturalized citizen -0.004 0.006 0.030 0.003 -0.084
## citizennot a citizen -0.007 -0.006 0.011 -0.002 -0.079 0.928
## yrsusa1 0.021 0.017 -0.002 0.008 -0.502 0.043
## speakengrecode_num -0.004 0.000 0.020 0.008 -0.085 -0.059
## edcatHS 0.004 -0.022 -0.004 -0.012 -0.023 -0.017
## edcatLess than HS -0.014 -0.030 -0.026 -0.025 -0.153 -0.007
## edcatSome Col 0.021 -0.005 0.004 -0.003 0.053 -0.017
## bpldBelize 0.005 0.000 0.003 0.000 0.001 -0.002
## bpldBolivia 0.006 0.001 0.002 0.001 0.001 -0.001
## bpldBrazil 0.004 0.002 0.005 0.001 0.002 0.002
## bpldChile 0.001 -0.002 -0.001 -0.001 -0.002 0.001
## bpldColumbia 0.005 0.000 0.002 -0.001 0.000 -0.003
## bpldCosta Rica 0.005 0.000 0.004 0.002 0.003 0.007
## bpldCuba 0.005 -0.001 0.001 0.000 0.000 -0.003
## bpldDominican Republic 0.008 -0.004 0.003 -0.001 0.005 -0.003
## bpldEcuador 0.004 -0.001 0.001 0.000 0.006 -0.003
## bpldEl Salvador 0.002 -0.003 -0.003 -0.003 0.013 -0.006
## bpldGuatemala 0.002 -0.003 -0.002 -0.003 0.018 -0.004
## bpldGuyana 0.000 -0.002 -0.002 -0.003 -0.006 -0.005
## bpldHonduras 0.003 -0.003 -0.004 -0.001 0.015 -0.006
## bpldMexico 0.000 -0.004 -0.002 -0.003 0.019 -0.004
## bpldNicaragua 0.002 -0.002 -0.001 -0.001 0.007 -0.005
## bpldPanama 0.003 0.001 0.001 0.001 0.003 0.049
## bpldParaguay 0.001 0.000 0.000 -0.003 0.005 0.003
## bpldPeru 0.004 -0.001 0.000 -0.001 -0.003 -0.001
## bpldUruguay 0.001 -0.001 0.002 0.000 -0.003 -0.002
## bpldVenezuela 0.002 -0.001 0.003 -0.001 0.003 0.005
## syuzhetbyyear 0.004 0.001 0.001 0.000 -0.001 -0.003
## value 0.000 -0.002 -0.005 0.000 -0.003 -0.005
## percent_emp_x 0.000 0.001 -0.004 0.000 0.004 0.003
## bpldBelize:syuzhetbyyear -0.003 -0.001 -0.003 0.000 -0.002 0.004
## bpldBolivia:syuzhetbyyear -0.006 -0.002 -0.002 -0.002 0.001 0.002
## bpldBrazil:syuzhetbyyear -0.004 -0.001 -0.002 -0.001 0.000 0.003
## bpldChile:syuzhetbyyear -0.001 0.001 0.000 0.000 0.003 0.002
## bpldColumbia:syuzhetbyyear -0.004 -0.001 -0.002 0.000 0.000 0.002
## bpldCosta Rica:syuzhetbyyear -0.004 0.000 -0.002 -0.002 0.001 0.000
## bpldCuba:syuzhetbyyear -0.003 0.000 -0.003 0.000 -0.002 0.003
## bpldDominican Republic:syuzhetbyyear -0.004 0.000 -0.001 0.001 0.001 0.004
## bpldEcuador:syuzhetbyyear -0.003 -0.001 -0.001 0.000 0.000 0.003
## bpldEl Salvador:syuzhetbyyear -0.003 0.000 -0.002 0.001 -0.001 0.004
## bpldGuatemala:syuzhetbyyear -0.004 -0.001 -0.003 0.000 -0.002 0.004
## bpldGuyana:syuzhetbyyear -0.002 0.001 -0.001 0.000 0.000 0.003
## bpldHonduras:syuzhetbyyear -0.003 0.001 -0.001 -0.001 -0.002 0.005
## bpldMexico:syuzhetbyyear -0.003 0.000 -0.002 0.000 -0.001 0.004
## bpldNicaragua:syuzhetbyyear -0.001 0.000 0.001 0.000 -0.002 0.003
## bpldPanama:syuzhetbyyear -0.002 -0.001 -0.002 -0.002 -0.001 -0.005
## bpldParaguay:syuzhetbyyear 0.000 0.001 0.000 0.002 -0.001 -0.001
## bpldPeru:syuzhetbyyear -0.002 0.001 0.000 0.000 0.000 0.001
## bpldUruguay:syuzhetbyyear 0.001 0.002 0.000 0.000 0.002 0.003
## bpldVenezuela:syuzhetbyyear -0.003 0.001 -0.003 0.001 -0.002 0.001
## ctznac yrsus1 spkng_ edctHS edLtHS edctSC
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1 0.170
## speakengrecode_num -0.062 0.066
## edcatHS -0.071 -0.003 -0.095
## edcatLess than HS -0.085 0.026 -0.052 0.649
## edcatSome Col -0.033 -0.049 -0.033 0.546 0.471
## bpldBelize -0.001 0.000 0.012 -0.005 -0.006 -0.002
## bpldBolivia 0.000 0.003 -0.003 -0.006 -0.004 -0.009
## bpldBrazil 0.002 0.012 -0.003 -0.002 -0.002 0.000
## bpldChile 0.001 0.002 0.000 -0.002 0.000 -0.002
## bpldColumbia 0.001 0.010 -0.005 -0.003 -0.004 -0.002
## bpldCosta Rica 0.008 0.003 -0.002 -0.006 -0.005 -0.004
## bpldCuba -0.002 0.002 -0.003 -0.011 -0.007 -0.004
## bpldDominican Republic 0.002 0.009 -0.005 -0.020 -0.019 -0.015
## bpldEcuador -0.001 0.005 -0.008 -0.014 -0.016 -0.011
## bpldEl Salvador -0.006 -0.001 -0.009 -0.034 -0.039 -0.017
## bpldGuatemala -0.005 0.001 -0.009 -0.028 -0.040 -0.014
## bpldGuyana 0.002 0.011 0.029 -0.017 -0.013 -0.007
## bpldHonduras -0.007 0.003 -0.007 -0.027 -0.037 -0.013
## bpldMexico -0.007 -0.008 -0.011 -0.035 -0.040 -0.016
## bpldNicaragua -0.003 -0.003 -0.004 -0.014 -0.014 -0.010
## bpldPanama 0.048 -0.012 0.004 -0.008 -0.007 -0.007
## bpldParaguay 0.004 -0.001 0.001 -0.001 -0.002 -0.001
## bpldPeru 0.003 0.011 -0.005 -0.006 -0.004 -0.008
## bpldUruguay -0.003 0.001 0.001 -0.007 -0.004 -0.007
## bpldVenezuela 0.007 0.009 -0.001 0.009 0.005 0.007
## syuzhetbyyear -0.002 0.003 0.001 0.004 0.003 0.004
## value -0.005 -0.002 -0.004 -0.001 0.001 0.000
## percent_emp_x 0.005 0.005 -0.006 0.001 0.002 0.005
## bpldBelize:syuzhetbyyear 0.002 -0.002 0.000 -0.004 -0.001 -0.005
## bpldBolivia:syuzhetbyyear 0.002 -0.002 0.000 -0.001 -0.002 0.000
## bpldBrazil:syuzhetbyyear 0.003 -0.001 0.001 0.000 0.000 0.000
## bpldChile:syuzhetbyyear 0.002 -0.003 0.000 0.001 0.001 0.001
## bpldColumbia:syuzhetbyyear 0.001 -0.005 -0.002 -0.002 -0.002 -0.003
## bpldCosta Rica:syuzhetbyyear -0.002 -0.005 0.001 -0.004 -0.003 -0.003
## bpldCuba:syuzhetbyyear 0.003 -0.001 -0.002 -0.003 -0.002 -0.003
## bpldDominican Republic:syuzhetbyyear 0.003 -0.003 -0.002 -0.001 -0.001 -0.001
## bpldEcuador:syuzhetbyyear 0.002 -0.005 0.000 -0.003 -0.001 -0.002
## bpldEl Salvador:syuzhetbyyear 0.003 -0.004 -0.001 -0.002 0.001 -0.002
## bpldGuatemala:syuzhetbyyear 0.003 -0.004 0.000 -0.003 0.000 -0.003
## bpldGuyana:syuzhetbyyear 0.002 -0.004 -0.001 -0.004 -0.003 -0.004
## bpldHonduras:syuzhetbyyear 0.005 -0.003 0.000 -0.002 0.001 -0.003
## bpldMexico:syuzhetbyyear 0.003 -0.006 0.000 -0.002 0.000 -0.003
## bpldNicaragua:syuzhetbyyear 0.002 -0.002 -0.002 -0.002 -0.002 -0.002
## bpldPanama:syuzhetbyyear -0.005 -0.002 -0.001 0.003 0.002 0.001
## bpldParaguay:syuzhetbyyear -0.001 0.001 -0.001 -0.003 -0.001 -0.002
## bpldPeru:syuzhetbyyear 0.000 -0.003 -0.002 -0.002 -0.001 -0.002
## bpldUruguay:syuzhetbyyear 0.003 -0.001 -0.002 0.001 -0.001 0.002
## bpldVenezuela:syuzhetbyyear -0.001 0.003 -0.003 0.001 0.002 0.000
## bpldBlz bpldBlv bpldBr bpldCh bpldCl
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia 0.261
## bpldBrazil 0.375 0.497
## bpldChile 0.267 0.353 0.508
## bpldColumbia 0.392 0.519 0.747 0.530
## bpldCosta Rica 0.250 0.331 0.476 0.338 0.497
## bpldCuba 0.376 0.496 0.713 0.507 0.746
## bpldDominican Republic 0.404 0.534 0.769 0.545 0.803
## bpldEcuador 0.369 0.488 0.701 0.498 0.733
## bpldEl Salvador 0.419 0.557 0.796 0.566 0.832
## bpldGuatemala 0.405 0.536 0.769 0.546 0.803
## bpldGuyana 0.348 0.452 0.649 0.461 0.679
## bpldHonduras 0.385 0.510 0.731 0.520 0.765
## bpldMexico 0.440 0.581 0.835 0.594 0.873
## bpldNicaragua 0.307 0.406 0.582 0.414 0.609
## bpldPanama 0.298 0.391 0.561 0.399 0.586
## bpldParaguay 0.152 0.201 0.288 0.205 0.301
## bpldPeru 0.375 0.497 0.712 0.507 0.745
## bpldUruguay 0.185 0.245 0.352 0.250 0.368
## bpldVenezuela 0.333 0.441 0.634 0.450 0.662
## syuzhetbyyear 0.408 0.541 0.776 0.551 0.811
## value 0.001 -0.002 -0.001 0.000 0.000
## percent_emp_x 0.000 0.004 -0.005 0.001 0.001
## bpldBelize:syuzhetbyyear -0.927 -0.243 -0.349 -0.248 -0.365
## bpldBolivia:syuzhetbyyear -0.241 -0.916 -0.458 -0.325 -0.478
## bpldBrazil:syuzhetbyyear -0.344 -0.455 -0.919 -0.465 -0.684
## bpldChile:syuzhetbyyear -0.241 -0.319 -0.459 -0.916 -0.479
## bpldColumbia:syuzhetbyyear -0.361 -0.478 -0.686 -0.488 -0.920
## bpldCosta Rica:syuzhetbyyear -0.229 -0.303 -0.436 -0.310 -0.455
## bpldCuba:syuzhetbyyear -0.345 -0.457 -0.656 -0.467 -0.686
## bpldDominican Republic:syuzhetbyyear -0.371 -0.492 -0.708 -0.503 -0.739
## bpldEcuador:syuzhetbyyear -0.341 -0.452 -0.649 -0.461 -0.678
## bpldEl Salvador:syuzhetbyyear -0.386 -0.512 -0.734 -0.522 -0.767
## bpldGuatemala:syuzhetbyyear -0.374 -0.495 -0.711 -0.505 -0.743
## bpldGuyana:syuzhetbyyear -0.318 -0.421 -0.604 -0.429 -0.631
## bpldHonduras:syuzhetbyyear -0.352 -0.466 -0.669 -0.476 -0.700
## bpldMexico:syuzhetbyyear -0.405 -0.536 -0.770 -0.548 -0.805
## bpldNicaragua:syuzhetbyyear -0.282 -0.374 -0.537 -0.382 -0.561
## bpldPanama:syuzhetbyyear -0.263 -0.348 -0.500 -0.356 -0.522
## bpldParaguay:syuzhetbyyear -0.142 -0.187 -0.269 -0.192 -0.281
## bpldPeru:syuzhetbyyear -0.344 -0.455 -0.654 -0.465 -0.683
## bpldUruguay:syuzhetbyyear -0.171 -0.226 -0.325 -0.231 -0.339
## bpldVenezuela:syuzhetbyyear -0.310 -0.410 -0.589 -0.419 -0.615
## bpldCR bpldCb bpldDR bpldEc bpldES bpldGt
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba 0.475
## bpldDominican Republic 0.511 0.766
## bpldEcuador 0.467 0.700 0.756
## bpldEl Salvador 0.530 0.796 0.856 0.782
## bpldGuatemala 0.512 0.769 0.827 0.756 0.861
## bpldGuyana 0.433 0.650 0.702 0.639 0.724 0.699
## bpldHonduras 0.487 0.732 0.786 0.719 0.819 0.791
## bpldMexico 0.556 0.836 0.897 0.821 0.935 0.903
## bpldNicaragua 0.388 0.583 0.626 0.572 0.651 0.629
## bpldPanama 0.375 0.562 0.603 0.551 0.626 0.604
## bpldParaguay 0.192 0.288 0.309 0.283 0.321 0.310
## bpldPeru 0.474 0.712 0.766 0.700 0.795 0.768
## bpldUruguay 0.235 0.352 0.379 0.346 0.393 0.379
## bpldVenezuela 0.422 0.634 0.680 0.622 0.706 0.682
## syuzhetbyyear 0.516 0.776 0.834 0.762 0.866 0.836
## value 0.001 0.000 -0.001 -0.002 -0.002 0.000
## percent_emp_x -0.004 0.000 -0.002 0.002 0.008 0.006
## bpldBelize:syuzhetbyyear -0.233 -0.349 -0.375 -0.343 -0.390 -0.376
## bpldBolivia:syuzhetbyyear -0.305 -0.457 -0.492 -0.449 -0.511 -0.493
## bpldBrazil:syuzhetbyyear -0.436 -0.654 -0.703 -0.642 -0.730 -0.704
## bpldChile:syuzhetbyyear -0.306 -0.459 -0.492 -0.450 -0.512 -0.494
## bpldColumbia:syuzhetbyyear -0.457 -0.686 -0.737 -0.673 -0.765 -0.739
## bpldCosta Rica:syuzhetbyyear -0.923 -0.435 -0.467 -0.427 -0.485 -0.468
## bpldCuba:syuzhetbyyear -0.437 -0.918 -0.705 -0.644 -0.732 -0.707
## bpldDominican Republic:syuzhetbyyear -0.471 -0.706 -0.919 -0.694 -0.789 -0.762
## bpldEcuador:syuzhetbyyear -0.432 -0.648 -0.697 -0.923 -0.724 -0.699
## bpldEl Salvador:syuzhetbyyear -0.489 -0.734 -0.788 -0.721 -0.918 -0.791
## bpldGuatemala:syuzhetbyyear -0.473 -0.710 -0.764 -0.698 -0.793 -0.918
## bpldGuyana:syuzhetbyyear -0.402 -0.603 -0.648 -0.592 -0.673 -0.650
## bpldHonduras:syuzhetbyyear -0.446 -0.669 -0.719 -0.657 -0.747 -0.721
## bpldMexico:syuzhetbyyear -0.513 -0.770 -0.827 -0.756 -0.859 -0.830
## bpldNicaragua:syuzhetbyyear -0.357 -0.536 -0.576 -0.527 -0.599 -0.578
## bpldPanama:syuzhetbyyear -0.333 -0.500 -0.536 -0.491 -0.558 -0.539
## bpldParaguay:syuzhetbyyear -0.179 -0.269 -0.288 -0.264 -0.300 -0.290
## bpldPeru:syuzhetbyyear -0.435 -0.654 -0.702 -0.642 -0.729 -0.704
## bpldUruguay:syuzhetbyyear -0.216 -0.324 -0.348 -0.318 -0.362 -0.349
## bpldVenezuela:syuzhetbyyear -0.392 -0.588 -0.632 -0.578 -0.657 -0.634
## bpldGy bpldHn bpldMx bpldNc bpldPn bpldPrg
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras 0.665
## bpldMexico 0.758 0.859
## bpldNicaragua 0.530 0.598 0.683
## bpldPanama 0.516 0.575 0.657 0.458
## bpldParaguay 0.262 0.295 0.337 0.235 0.227
## bpldPeru 0.648 0.730 0.834 0.582 0.560 0.287
## bpldUruguay 0.320 0.361 0.412 0.287 0.277 0.142
## bpldVenezuela 0.576 0.649 0.741 0.517 0.499 0.256
## syuzhetbyyear 0.707 0.795 0.908 0.633 0.610 0.313
## value -0.001 0.001 0.001 0.000 0.003 0.000
## percent_emp_x 0.000 0.005 0.014 0.005 0.004 0.002
## bpldBelize:syuzhetbyyear -0.317 -0.358 -0.409 -0.285 -0.274 -0.141
## bpldBolivia:syuzhetbyyear -0.416 -0.469 -0.536 -0.373 -0.359 -0.184
## bpldBrazil:syuzhetbyyear -0.594 -0.670 -0.766 -0.534 -0.514 -0.264
## bpldChile:syuzhetbyyear -0.417 -0.470 -0.537 -0.374 -0.361 -0.185
## bpldColumbia:syuzhetbyyear -0.623 -0.703 -0.803 -0.560 -0.539 -0.277
## bpldCosta Rica:syuzhetbyyear -0.396 -0.446 -0.509 -0.355 -0.342 -0.175
## bpldCuba:syuzhetbyyear -0.597 -0.673 -0.768 -0.536 -0.516 -0.265
## bpldDominican Republic:syuzhetbyyear -0.642 -0.724 -0.827 -0.577 -0.555 -0.285
## bpldEcuador:syuzhetbyyear -0.590 -0.665 -0.759 -0.529 -0.510 -0.262
## bpldEl Salvador:syuzhetbyyear -0.668 -0.753 -0.859 -0.599 -0.577 -0.296
## bpldGuatemala:syuzhetbyyear -0.647 -0.729 -0.832 -0.580 -0.559 -0.287
## bpldGuyana:syuzhetbyyear -0.916 -0.618 -0.706 -0.493 -0.475 -0.243
## bpldHonduras:syuzhetbyyear -0.608 -0.917 -0.784 -0.547 -0.526 -0.270
## bpldMexico:syuzhetbyyear -0.700 -0.789 -0.917 -0.628 -0.605 -0.311
## bpldNicaragua:syuzhetbyyear -0.488 -0.550 -0.628 -0.919 -0.422 -0.216
## bpldPanama:syuzhetbyyear -0.454 -0.512 -0.586 -0.408 -0.912 -0.202
## bpldParaguay:syuzhetbyyear -0.245 -0.276 -0.315 -0.219 -0.212 -0.916
## bpldPeru:syuzhetbyyear -0.594 -0.670 -0.766 -0.533 -0.514 -0.264
## bpldUruguay:syuzhetbyyear -0.295 -0.332 -0.380 -0.265 -0.255 -0.131
## bpldVenezuela:syuzhetbyyear -0.536 -0.603 -0.689 -0.480 -0.463 -0.238
## bpldPer bpldUr bpldVn syzhtb value prcn__
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay 0.351
## bpldVenezuela 0.632 0.313
## syuzhetbyyear 0.774 0.383 0.689
## value -0.001 0.001 0.001 -0.001
## percent_emp_x 0.003 -0.002 -0.002 0.005 -0.025
## bpldBelize:syuzhetbyyear -0.349 -0.173 -0.310 -0.450 -0.001 0.001
## bpldBolivia:syuzhetbyyear -0.457 -0.226 -0.406 -0.589 0.001 -0.004
## bpldBrazil:syuzhetbyyear -0.653 -0.323 -0.581 -0.841 0.001 0.000
## bpldChile:syuzhetbyyear -0.458 -0.226 -0.407 -0.590 0.000 -0.001
## bpldColumbia:syuzhetbyyear -0.684 -0.338 -0.609 -0.882 0.000 -0.003
## bpldCosta Rica:syuzhetbyyear -0.434 -0.215 -0.387 -0.560 0.000 0.002
## bpldCuba:syuzhetbyyear -0.655 -0.324 -0.583 -0.845 0.001 -0.002
## bpldDominican Republic:syuzhetbyyear -0.706 -0.349 -0.628 -0.910 -0.001 -0.001
## bpldEcuador:syuzhetbyyear -0.647 -0.320 -0.576 -0.835 0.001 -0.004
## bpldEl Salvador:syuzhetbyyear -0.733 -0.362 -0.652 -0.945 0.001 -0.004
## bpldGuatemala:syuzhetbyyear -0.709 -0.351 -0.631 -0.915 0.000 -0.004
## bpldGuyana:syuzhetbyyear -0.602 -0.298 -0.536 -0.777 -0.001 -0.002
## bpldHonduras:syuzhetbyyear -0.668 -0.330 -0.594 -0.861 0.000 -0.003
## bpldMexico:syuzhetbyyear -0.769 -0.380 -0.684 -0.991 0.001 -0.007
## bpldNicaragua:syuzhetbyyear -0.536 -0.265 -0.476 -0.691 0.000 -0.003
## bpldPanama:syuzhetbyyear -0.499 -0.247 -0.444 -0.643 -0.001 -0.004
## bpldParaguay:syuzhetbyyear -0.268 -0.133 -0.239 -0.346 0.000 -0.003
## bpldPeru:syuzhetbyyear -0.920 -0.323 -0.580 -0.841 0.001 -0.003
## bpldUruguay:syuzhetbyyear -0.324 -0.932 -0.288 -0.418 -0.001 0.001
## bpldVenezuela:syuzhetbyyear -0.588 -0.291 -0.919 -0.758 -0.001 0.001
## bpldBlz: bpldBlv: bpldBr: bpldCh: bpldCl:
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhetbyyear
## value
## percent_emp_x
## bpldBelize:syuzhetbyyear
## bpldBolivia:syuzhetbyyear 0.265
## bpldBrazil:syuzhetbyyear 0.379 0.496
## bpldChile:syuzhetbyyear 0.266 0.348 0.498
## bpldColumbia:syuzhetbyyear 0.397 0.520 0.744 0.522
## bpldCosta Rica:syuzhetbyyear 0.252 0.330 0.472 0.331 0.495
## bpldCuba:syuzhetbyyear 0.380 0.498 0.712 0.499 0.747
## bpldDominican Republic:syuzhetbyyear 0.410 0.537 0.767 0.538 0.805
## bpldEcuador:syuzhetbyyear 0.376 0.492 0.704 0.493 0.738
## bpldEl Salvador:syuzhetbyyear 0.426 0.557 0.796 0.558 0.835
## bpldGuatemala:syuzhetbyyear 0.412 0.539 0.771 0.541 0.808
## bpldGuyana:syuzhetbyyear 0.350 0.458 0.655 0.459 0.686
## bpldHonduras:syuzhetbyyear 0.388 0.508 0.726 0.509 0.761
## bpldMexico:syuzhetbyyear 0.446 0.584 0.835 0.586 0.875
## bpldNicaragua:syuzhetbyyear 0.311 0.407 0.582 0.408 0.610
## bpldPanama:syuzhetbyyear 0.290 0.379 0.542 0.381 0.569
## bpldParaguay:syuzhetbyyear 0.156 0.204 0.292 0.205 0.306
## bpldPeru:syuzhetbyyear 0.379 0.496 0.709 0.498 0.744
## bpldUruguay:syuzhetbyyear 0.188 0.246 0.352 0.247 0.369
## bpldVenezuela:syuzhetbyyear 0.341 0.447 0.639 0.448 0.670
## bplCR: bpldCb: bplDR: bpldE: bplES:
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhetbyyear
## value
## percent_emp_x
## bpldBelize:syuzhetbyyear
## bpldBolivia:syuzhetbyyear
## bpldBrazil:syuzhetbyyear
## bpldChile:syuzhetbyyear
## bpldColumbia:syuzhetbyyear
## bpldCosta Rica:syuzhetbyyear
## bpldCuba:syuzhetbyyear 0.474
## bpldDominican Republic:syuzhetbyyear 0.510 0.769
## bpldEcuador:syuzhetbyyear 0.468 0.706 0.761
## bpldEl Salvador:syuzhetbyyear 0.530 0.799 0.860 0.789
## bpldGuatemala:syuzhetbyyear 0.513 0.774 0.833 0.764 0.866
## bpldGuyana:syuzhetbyyear 0.436 0.657 0.708 0.649 0.735
## bpldHonduras:syuzhetbyyear 0.483 0.729 0.785 0.720 0.815
## bpldMexico:syuzhetbyyear 0.556 0.838 0.902 0.828 0.938
## bpldNicaragua:syuzhetbyyear 0.387 0.584 0.629 0.577 0.654
## bpldPanama:syuzhetbyyear 0.361 0.544 0.586 0.538 0.608
## bpldParaguay:syuzhetbyyear 0.194 0.293 0.316 0.290 0.327
## bpldPeru:syuzhetbyyear 0.472 0.712 0.767 0.703 0.796
## bpldUruguay:syuzhetbyyear 0.234 0.353 0.381 0.349 0.395
## bpldVenezuela:syuzhetbyyear 0.425 0.642 0.691 0.633 0.717
## bpldGt: bpldGy: bpldH: bpldM: bpldN:
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhetbyyear
## value
## percent_emp_x
## bpldBelize:syuzhetbyyear
## bpldBolivia:syuzhetbyyear
## bpldBrazil:syuzhetbyyear
## bpldChile:syuzhetbyyear
## bpldColumbia:syuzhetbyyear
## bpldCosta Rica:syuzhetbyyear
## bpldCuba:syuzhetbyyear
## bpldDominican Republic:syuzhetbyyear
## bpldEcuador:syuzhetbyyear
## bpldEl Salvador:syuzhetbyyear
## bpldGuatemala:syuzhetbyyear
## bpldGuyana:syuzhetbyyear 0.711
## bpldHonduras:syuzhetbyyear 0.789 0.670
## bpldMexico:syuzhetbyyear 0.908 0.770 0.855
## bpldNicaragua:syuzhetbyyear 0.633 0.537 0.596 0.685
## bpldPanama:syuzhetbyyear 0.589 0.500 0.555 0.638 0.445
## bpldParaguay:syuzhetbyyear 0.317 0.269 0.299 0.344 0.239
## bpldPeru:syuzhetbyyear 0.771 0.654 0.726 0.835 0.582
## bpldUruguay:syuzhetbyyear 0.382 0.325 0.360 0.414 0.289
## bpldVenezuela:syuzhetbyyear 0.694 0.589 0.654 0.752 0.524
## bpldPn: bpldPrg: bpldPr:s bpldU:
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhetbyyear
## value
## percent_emp_x
## bpldBelize:syuzhetbyyear
## bpldBolivia:syuzhetbyyear
## bpldBrazil:syuzhetbyyear
## bpldChile:syuzhetbyyear
## bpldColumbia:syuzhetbyyear
## bpldCosta Rica:syuzhetbyyear
## bpldCuba:syuzhetbyyear
## bpldDominican Republic:syuzhetbyyear
## bpldEcuador:syuzhetbyyear
## bpldEl Salvador:syuzhetbyyear
## bpldGuatemala:syuzhetbyyear
## bpldGuyana:syuzhetbyyear
## bpldHonduras:syuzhetbyyear
## bpldMexico:syuzhetbyyear
## bpldNicaragua:syuzhetbyyear
## bpldPanama:syuzhetbyyear
## bpldParaguay:syuzhetbyyear 0.223
## bpldPeru:syuzhetbyyear 0.542 0.292
## bpldUruguay:syuzhetbyyear 0.269 0.145 0.352
## bpldVenezuela:syuzhetbyyear 0.488 0.263 0.639 0.317
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -3.91286430 0.07476138 0.29411161 0.46029659 1.66423015
##
## Number of Observations: 326336
## Number of Groups: 2264.5 Log Income Model by Gender (reference is male)
model5.3<-lme(logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear*female,
data = data_final_2465_1, method = "ML", na.action = "na.omit", random = ~1|NAME)
summary(model5.3)## Linear mixed-effects model fit by maximum likelihood
## Data: data_final_2465_1
## AIC BIC logLik
## 798945.3 799415.9 -399428.7
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.09640061 0.8223986
##
## Fixed effects: logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear * female
## Value Std.Error DF t-value p-value
## (Intercept) 10.488301 0.18501290 326071 56.68957 0.0000
## racecat2Black -0.005323 0.01064481 326071 -0.50004 0.6170
## racecat2Indigenous -0.076167 0.01523370 326071 -4.99990 0.0000
## racecat2Asian 0.024415 0.01693848 326071 1.44138 0.1495
## racecat2Other -0.043074 0.00316593 326071 -13.60551 0.0000
## female -0.511530 0.00739394 326071 -69.18232 0.0000
## maritalmarried -0.003462 0.00528127 326071 -0.65557 0.5121
## maritalseparated -0.084650 0.00869835 326071 -9.73171 0.0000
## maritalsingle -0.183716 0.00599539 326071 -30.64286 0.0000
## maritalwidowed -0.079678 0.01345195 326071 -5.92317 0.0000
## age 0.004222 0.00017306 326071 24.39335 0.0000
## citizennaturalized citizen 0.101433 0.00913191 326071 11.10754 0.0000
## citizennot a citizen -0.080755 0.00921370 326071 -8.76471 0.0000
## yrsusa1 0.009425 0.00016338 326071 57.68910 0.0000
## speakengrecode_num -0.015344 0.00123884 326071 -12.38550 0.0000
## edcatHS -0.472858 0.00419411 326071 -112.74320 0.0000
## edcatLess than HS -0.583996 0.00494884 326071 -118.00664 0.0000
## edcatSome Col -0.371171 0.00498989 326071 -74.38448 0.0000
## bpldBelize -0.123752 0.03153981 326071 -3.92367 0.0001
## bpldBolivia -0.287742 0.02554633 326071 -11.26352 0.0000
## bpldBrazil -0.064462 0.01747023 326071 -3.68980 0.0002
## bpldChile -0.209295 0.02496283 326071 -8.38426 0.0000
## bpldColumbia -0.228012 0.01660309 326071 -13.73308 0.0000
## bpldCosta Rica -0.190477 0.02565304 326071 -7.42513 0.0000
## bpldCuba -0.235089 0.01759397 326071 -13.36190 0.0000
## bpldDominican Republic -0.310214 0.01626459 326071 -19.07296 0.0000
## bpldEcuador -0.244781 0.01738159 326071 -14.08276 0.0000
## bpldEl Salvador -0.236489 0.01575706 326071 -15.00844 0.0000
## bpldGuatemala -0.272674 0.01631323 326071 -16.71487 0.0000
## bpldGuyana -0.134649 0.01957924 326071 -6.87711 0.0000
## bpldHonduras -0.239310 0.01722769 326071 -13.89100 0.0000
## bpldMexico -0.250147 0.01512079 326071 -16.54324 0.0000
## bpldNicaragua -0.212325 0.02135295 326071 -9.94360 0.0000
## bpldPanama -0.142322 0.02302110 326071 -6.18225 0.0000
## bpldParaguay -0.235293 0.04406714 326071 -5.33942 0.0000
## bpldPeru -0.248698 0.01740183 326071 -14.29150 0.0000
## bpldUruguay -0.098725 0.03248259 326071 -3.03933 0.0024
## bpldVenezuela -0.187341 0.01962905 326071 -9.54408 0.0000
## syuzhetbyyear 0.096404 0.00868185 326071 11.10406 0.0000
## value 0.000000 0.00000000 223 3.15743 0.0018
## percent_emp_x 0.002688 0.00233480 223 1.15138 0.2508
## female:syuzhetbyyear 0.064220 0.01272946 326071 5.04499 0.0000
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female mrtlmr
## racecat2Black 0.004
## racecat2Indigenous 0.003 0.031
## racecat2Asian 0.001 0.202 0.021
## racecat2Other 0.009 0.159 0.087 0.100
## female -0.018 0.000 0.003 0.000 0.000
## maritalmarried -0.028 0.011 0.000 -0.002 0.006 0.040
## maritalseparated -0.016 0.000 0.000 0.001 -0.007 -0.011 0.523
## maritalsingle -0.030 -0.005 -0.002 -0.002 -0.007 0.029 0.788
## maritalwidowed -0.007 -0.002 0.002 -0.002 0.000 -0.016 0.331
## age -0.031 -0.009 0.002 0.004 0.019 -0.006 0.051
## citizennaturalized citizen -0.044 -0.016 -0.002 -0.013 -0.020 -0.004 -0.004
## citizennot a citizen -0.047 -0.015 -0.001 -0.008 -0.028 0.005 -0.007
## yrsusa1 -0.009 0.004 -0.002 0.003 0.001 0.005 0.021
## speakengrecode_num -0.010 -0.001 0.000 0.003 -0.012 0.007 -0.004
## edcatHS -0.005 0.011 0.001 0.011 -0.042 0.027 0.004
## edcatLess than HS -0.001 0.013 -0.003 0.006 -0.048 0.031 -0.014
## edcatSome Col -0.013 0.003 -0.002 0.009 -0.025 0.006 0.021
## bpldBelize -0.041 -0.185 -0.015 -0.036 -0.045 -0.001 0.005
## bpldBolivia -0.048 -0.001 -0.012 0.003 -0.020 0.000 0.002
## bpldBrazil -0.056 -0.016 -0.001 -0.011 -0.018 -0.003 0.003
## bpldChile -0.047 0.000 -0.002 0.007 -0.013 0.000 0.001
## bpldColumbia -0.067 -0.009 -0.004 0.013 -0.028 -0.007 0.005
## bpldCosta Rica -0.042 -0.023 -0.002 0.002 -0.020 -0.003 0.004
## bpldCuba -0.062 -0.026 0.000 0.007 -0.014 -0.001 0.005
## bpldDominican Republic -0.064 -0.086 -0.010 -0.006 -0.081 -0.007 0.010
## bpldEcuador -0.063 -0.008 -0.010 0.009 -0.049 -0.003 0.002
## bpldEl Salvador -0.082 -0.010 -0.011 0.010 -0.060 -0.002 -0.003
## bpldGuatemala -0.077 -0.013 -0.022 0.006 -0.060 0.003 -0.004
## bpldGuyana -0.054 -0.264 -0.017 -0.272 -0.079 -0.004 -0.006
## bpldHonduras -0.072 -0.024 -0.011 0.007 -0.052 -0.002 0.001
## bpldMexico -0.095 -0.010 -0.013 0.013 -0.049 0.001 -0.007
## bpldNicaragua -0.058 -0.015 -0.008 0.005 -0.044 -0.003 0.003
## bpldPanama -0.056 -0.120 -0.006 -0.034 -0.042 -0.008 0.002
## bpldParaguay -0.024 -0.002 -0.006 -0.007 -0.009 -0.002 0.001
## bpldPeru -0.067 -0.010 -0.017 -0.001 -0.049 -0.005 0.005
## bpldUruguay -0.033 0.002 0.001 0.008 0.000 0.001 0.005
## bpldVenezuela -0.059 -0.015 -0.005 -0.004 -0.026 -0.002 -0.001
## syuzhetbyyear -0.023 -0.004 -0.004 -0.003 -0.007 0.563 -0.001
## value -0.009 -0.002 0.001 -0.001 -0.005 0.001 0.000
## percent_emp_x -0.993 -0.003 -0.003 -0.002 -0.010 0.000 0.000
## female:syuzhetbyyear 0.014 -0.001 -0.001 -0.001 0.001 -0.914 0.001
## mrtlsp mrtlsn mrtlwd age ctznnc ctznac yrsus1
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle 0.473
## maritalwidowed 0.205 0.280
## age 0.017 0.245 -0.046
## citizennaturalized citizen 0.006 0.030 0.003 -0.084
## citizennot a citizen -0.006 0.011 -0.002 -0.079 0.928
## yrsusa1 0.017 -0.002 0.008 -0.502 0.043 0.170
## speakengrecode_num 0.000 0.020 0.008 -0.085 -0.059 -0.062 0.066
## edcatHS -0.022 -0.004 -0.012 -0.023 -0.016 -0.071 -0.003
## edcatLess than HS -0.030 -0.026 -0.025 -0.153 -0.007 -0.084 0.026
## edcatSome Col -0.005 0.004 -0.003 0.053 -0.017 -0.033 -0.049
## bpldBelize -0.001 0.001 -0.001 -0.001 0.002 0.003 -0.004
## bpldBolivia -0.001 0.001 -0.001 0.005 0.003 0.006 0.002
## bpldBrazil 0.003 0.009 0.000 0.005 0.014 0.011 0.028
## bpldChile -0.003 -0.003 -0.003 0.001 0.007 0.006 -0.004
## bpldColumbia -0.003 0.001 -0.002 0.000 -0.002 0.007 0.016
## bpldCosta Rica 0.001 0.006 0.000 0.012 0.017 0.017 -0.005
## bpldCuba -0.004 -0.002 -0.002 -0.005 -0.002 0.000 0.002
## bpldDominican Republic -0.008 0.005 -0.001 0.014 0.003 0.013 0.015
## bpldEcuador -0.004 0.000 -0.001 0.016 -0.002 0.002 0.001
## bpldEl Salvador -0.008 -0.012 -0.005 0.030 -0.006 -0.008 -0.012
## bpldGuatemala -0.009 -0.012 -0.007 0.042 -0.002 -0.005 -0.007
## bpldGuyana -0.004 -0.005 -0.006 -0.014 -0.006 0.009 0.018
## bpldHonduras -0.007 -0.011 -0.006 0.034 -0.001 -0.007 0.000
## bpldMexico -0.010 -0.008 -0.007 0.046 -0.002 -0.011 -0.034
## bpldNicaragua -0.004 -0.002 -0.003 0.015 -0.005 -0.001 -0.012
## bpldPanama 0.000 0.000 -0.001 0.005 0.109 0.106 -0.035
## bpldParaguay 0.000 0.000 -0.003 0.009 0.006 0.007 -0.001
## bpldPeru -0.001 0.000 -0.002 -0.008 0.000 0.006 0.020
## bpldUruguay 0.003 0.005 0.000 -0.003 0.002 0.001 0.001
## bpldVenezuela -0.001 0.002 -0.002 0.001 0.016 0.016 0.030
## syuzhetbyyear 0.003 -0.003 0.000 -0.016 0.004 0.005 -0.020
## value -0.002 -0.004 0.000 -0.003 -0.004 -0.004 -0.002
## percent_emp_x 0.001 -0.004 0.000 0.003 0.003 0.004 0.004
## female:syuzhetbyyear 0.004 0.001 0.001 0.002 -0.001 -0.001 0.002
## spkng_ edctHS edLtHS edctSC bpldBlz bpldBlv bpldBr
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS -0.095
## edcatLess than HS -0.052 0.649
## edcatSome Col -0.033 0.546 0.471
## bpldBelize 0.030 -0.023 -0.018 -0.018
## bpldBolivia -0.009 -0.017 -0.015 -0.022 0.268
## bpldBrazil -0.004 -0.004 -0.004 -0.001 0.394 0.483
## bpldChile 0.001 -0.001 0.000 -0.003 0.275 0.340 0.496
## bpldColumbia -0.017 -0.014 -0.013 -0.012 0.415 0.510 0.750
## bpldCosta Rica -0.002 -0.024 -0.022 -0.019 0.272 0.330 0.485
## bpldCuba -0.012 -0.035 -0.022 -0.017 0.396 0.479 0.705
## bpldDominican Republic -0.017 -0.054 -0.051 -0.039 0.437 0.521 0.772
## bpldEcuador -0.022 -0.043 -0.045 -0.033 0.396 0.486 0.716
## bpldEl Salvador -0.025 -0.089 -0.096 -0.047 0.441 0.548 0.785
## bpldGuatemala -0.024 -0.077 -0.101 -0.043 0.427 0.524 0.760
## bpldGuyana 0.071 -0.050 -0.039 -0.027 0.401 0.430 0.639
## bpldHonduras -0.019 -0.073 -0.089 -0.039 0.406 0.496 0.721
## bpldMexico -0.028 -0.093 -0.101 -0.046 0.462 0.560 0.815
## bpldNicaragua -0.013 -0.041 -0.038 -0.028 0.327 0.400 0.578
## bpldPanama 0.007 -0.015 -0.014 -0.014 0.322 0.370 0.540
## bpldParaguay -0.001 -0.009 -0.009 -0.006 0.156 0.193 0.282
## bpldPeru -0.016 -0.019 -0.013 -0.024 0.397 0.492 0.713
## bpldUruguay -0.003 -0.018 -0.012 -0.014 0.211 0.260 0.383
## bpldVenezuela -0.010 0.025 0.018 0.018 0.351 0.430 0.635
## syuzhetbyyear 0.002 0.011 0.024 0.008 0.005 -0.001 -0.005
## value -0.004 -0.001 0.001 0.000 0.000 -0.002 0.001
## percent_emp_x -0.005 0.001 0.003 0.005 0.003 0.002 -0.012
## female:syuzhetbyyear 0.001 0.003 0.001 0.004 -0.003 -0.002 0.000
## bpldCh bpldCl bpldCR bpldCb bpldDR bpldEc bpldES
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia 0.522
## bpldCosta Rica 0.338 0.511
## bpldCuba 0.492 0.748 0.483
## bpldDominican Republic 0.535 0.817 0.527 0.761
## bpldEcuador 0.500 0.760 0.490 0.709 0.792
## bpldEl Salvador 0.551 0.828 0.538 0.782 0.851 0.796
## bpldGuatemala 0.532 0.801 0.521 0.757 0.824 0.770 0.866
## bpldGuyana 0.442 0.674 0.439 0.633 0.724 0.655 0.699
## bpldHonduras 0.504 0.760 0.494 0.721 0.783 0.731 0.818
## bpldMexico 0.574 0.860 0.561 0.818 0.879 0.825 0.933
## bpldNicaragua 0.406 0.612 0.397 0.580 0.627 0.585 0.655
## bpldPanama 0.378 0.569 0.373 0.541 0.590 0.542 0.598
## bpldParaguay 0.197 0.297 0.193 0.279 0.307 0.287 0.313
## bpldPeru 0.499 0.754 0.487 0.708 0.776 0.724 0.795
## bpldUruguay 0.267 0.404 0.261 0.380 0.416 0.389 0.423
## bpldVenezuela 0.441 0.669 0.431 0.636 0.680 0.634 0.697
## syuzhetbyyear 0.001 -0.003 -0.004 -0.004 -0.002 -0.002 -0.001
## value 0.001 -0.001 0.001 0.002 -0.003 -0.003 -0.001
## percent_emp_x 0.000 -0.003 -0.005 -0.004 -0.008 -0.003 0.009
## female:syuzhetbyyear 0.000 0.001 0.003 0.001 -0.001 0.001 -0.002
## bpldGt bpldGy bpldHn bpldMx bpldNc bpldPn bpldPrg
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana 0.676
## bpldHonduras 0.791 0.646
## bpldMexico 0.903 0.722 0.851
## bpldNicaragua 0.632 0.518 0.599 0.683
## bpldPanama 0.578 0.516 0.551 0.624 0.444
## bpldParaguay 0.303 0.257 0.287 0.325 0.231 0.215
## bpldPeru 0.767 0.643 0.727 0.824 0.586 0.542 0.284
## bpldUruguay 0.409 0.343 0.388 0.440 0.312 0.290 0.152
## bpldVenezuela 0.675 0.566 0.642 0.727 0.516 0.483 0.250
## syuzhetbyyear -0.004 0.005 -0.003 0.001 0.000 0.004 -0.002
## value 0.001 -0.003 0.001 0.004 0.001 0.003 0.000
## percent_emp_x 0.006 -0.005 0.004 0.018 0.004 0.000 -0.003
## female:syuzhetbyyear -0.001 0.000 -0.001 -0.002 0.000 0.003 0.000
## bpldPer bpldUr bpldVn syzhtb value prcn__
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay 0.384
## bpldVenezuela 0.635 0.339
## syuzhetbyyear 0.000 -0.002 -0.008
## value -0.001 0.000 0.001 -0.002
## percent_emp_x 0.001 -0.003 -0.001 0.000 -0.014
## female:syuzhetbyyear 0.001 -0.001 -0.001 -0.617 -0.001 0.001
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -13.9156323 -0.4104315 0.1067138 0.5628436 4.7472387
##
## Number of Observations: 326336
## Number of Groups: 2264.6 Log Wage Model by Gender reference is male)
model5.3<-lme(logwage ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear*female,
data = data_final_2465_1, method = "ML", na.action = "na.omit", random = ~1|NAME)
summary(model5.3)## Linear mixed-effects model fit by maximum likelihood
## Data: data_final_2465_1
## AIC BIC logLik
## 1624328 1624798 -812119.9
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.2879844 2.912948
##
## Fixed effects: logwage ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhetbyyear + value + percent_emp_x + syuzhetbyyear * female
## Value Std.Error DF t-value p-value
## (Intercept) 10.061192 0.5751647 326071 17.49272 0.0000
## racecat2Black 0.157045 0.0377016 326071 4.16547 0.0000
## racecat2Indigenous -0.051261 0.0539547 326071 -0.95008 0.3421
## racecat2Asian 0.166400 0.0599940 326071 2.77360 0.0055
## racecat2Other -0.039880 0.0112106 326071 -3.55738 0.0004
## female -0.524089 0.0261885 326071 -20.01219 0.0000
## maritalmarried 0.079333 0.0187058 326071 4.24110 0.0000
## maritalseparated -0.117070 0.0308092 326071 -3.79982 0.0001
## maritalsingle -0.040902 0.0212351 326071 -1.92617 0.0541
## maritalwidowed -0.051775 0.0476462 326071 -1.08665 0.2772
## age -0.014312 0.0006130 326071 -23.34993 0.0000
## citizennaturalized citizen 0.076931 0.0323433 326071 2.37857 0.0174
## citizennot a citizen -0.350748 0.0326326 326071 -10.74840 0.0000
## yrsusa1 0.011354 0.0005786 326071 19.62361 0.0000
## speakengrecode_num -0.059188 0.0043877 326071 -13.48954 0.0000
## edcatHS -0.794057 0.0148540 326071 -53.45757 0.0000
## edcatLess than HS -0.912699 0.0175264 326071 -52.07555 0.0000
## edcatSome Col -0.559720 0.0176731 326071 -31.67069 0.0000
## bpldBelize 0.190928 0.1117105 326071 1.70913 0.0874
## bpldBolivia -0.191672 0.0904810 326071 -2.11837 0.0341
## bpldBrazil -0.595843 0.0618690 326071 -9.63072 0.0000
## bpldChile -0.102364 0.0884151 326071 -1.15776 0.2470
## bpldColumbia -0.018191 0.0588050 326071 -0.30935 0.7571
## bpldCosta Rica -0.033973 0.0908593 326071 -0.37391 0.7085
## bpldCuba 0.064319 0.0623000 326071 1.03241 0.3019
## bpldDominican Republic 0.009137 0.0576003 326071 0.15864 0.8740
## bpldEcuador -0.087090 0.0615619 326071 -1.41467 0.1572
## bpldEl Salvador 0.038713 0.0558081 326071 0.69369 0.4879
## bpldGuatemala -0.311046 0.0577769 326071 -5.38358 0.0000
## bpldGuyana 0.130991 0.0693403 326071 1.88910 0.0589
## bpldHonduras -0.034152 0.0610135 326071 -0.55974 0.5757
## bpldMexico 0.049216 0.0535505 326071 0.91907 0.3581
## bpldNicaragua 0.007180 0.0756288 326071 0.09494 0.9244
## bpldPanama 0.245197 0.0815263 326071 3.00759 0.0026
## bpldParaguay -0.744050 0.1560790 326071 -4.76714 0.0000
## bpldPeru -0.057371 0.0616351 326071 -0.93081 0.3520
## bpldUruguay -0.110733 0.1150471 326071 -0.96251 0.3358
## bpldVenezuela 0.005632 0.0695211 326071 0.08101 0.9354
## syuzhetbyyear 0.017837 0.0307096 326071 0.58083 0.5614
## value 0.000000 0.0000000 223 0.48723 0.6266
## percent_emp_x 0.011102 0.0072549 223 1.53022 0.1274
## female:syuzhetbyyear 0.164015 0.0450866 326071 3.63778 0.0003
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female mrtlmr
## racecat2Black 0.004
## racecat2Indigenous 0.004 0.031
## racecat2Asian 0.001 0.202 0.021
## racecat2Other 0.011 0.159 0.087 0.100
## female -0.020 0.000 0.003 0.000 0.000
## maritalmarried -0.032 0.011 0.000 -0.002 0.006 0.040
## maritalseparated -0.018 0.000 0.000 0.001 -0.007 -0.011 0.523
## maritalsingle -0.034 -0.005 -0.002 -0.002 -0.007 0.029 0.788
## maritalwidowed -0.008 -0.002 0.002 -0.002 0.000 -0.016 0.331
## age -0.035 -0.009 0.002 0.004 0.019 -0.006 0.051
## citizennaturalized citizen -0.050 -0.016 -0.002 -0.013 -0.020 -0.004 -0.004
## citizennot a citizen -0.054 -0.015 -0.001 -0.008 -0.028 0.005 -0.007
## yrsusa1 -0.010 0.004 -0.002 0.003 0.001 0.005 0.021
## speakengrecode_num -0.011 -0.001 0.000 0.003 -0.012 0.007 -0.004
## edcatHS -0.005 0.011 0.001 0.011 -0.042 0.027 0.004
## edcatLess than HS 0.000 0.013 -0.003 0.006 -0.048 0.031 -0.014
## edcatSome Col -0.014 0.003 -0.002 0.009 -0.025 0.006 0.021
## bpldBelize -0.046 -0.185 -0.015 -0.036 -0.045 -0.001 0.005
## bpldBolivia -0.054 -0.001 -0.012 0.003 -0.020 0.000 0.002
## bpldBrazil -0.064 -0.016 -0.001 -0.011 -0.018 -0.003 0.003
## bpldChile -0.054 0.000 -0.002 0.007 -0.013 0.000 0.001
## bpldColumbia -0.076 -0.009 -0.004 0.013 -0.028 -0.007 0.005
## bpldCosta Rica -0.048 -0.023 -0.002 0.002 -0.020 -0.003 0.004
## bpldCuba -0.071 -0.026 0.000 0.007 -0.014 -0.001 0.005
## bpldDominican Republic -0.073 -0.086 -0.010 -0.006 -0.081 -0.007 0.010
## bpldEcuador -0.072 -0.008 -0.010 0.009 -0.049 -0.003 0.002
## bpldEl Salvador -0.093 -0.010 -0.011 0.010 -0.060 -0.002 -0.003
## bpldGuatemala -0.088 -0.013 -0.022 0.006 -0.060 0.003 -0.004
## bpldGuyana -0.061 -0.264 -0.017 -0.272 -0.079 -0.004 -0.006
## bpldHonduras -0.082 -0.024 -0.011 0.007 -0.052 -0.002 0.001
## bpldMexico -0.108 -0.010 -0.013 0.013 -0.049 0.001 -0.007
## bpldNicaragua -0.066 -0.015 -0.008 0.005 -0.044 -0.003 0.003
## bpldPanama -0.063 -0.120 -0.006 -0.034 -0.042 -0.008 0.002
## bpldParaguay -0.028 -0.002 -0.006 -0.007 -0.009 -0.002 0.001
## bpldPeru -0.077 -0.010 -0.017 -0.001 -0.049 -0.005 0.005
## bpldUruguay -0.037 0.002 0.001 0.008 0.000 0.001 0.005
## bpldVenezuela -0.068 -0.015 -0.005 -0.004 -0.026 -0.002 -0.001
## syuzhetbyyear -0.026 -0.003 -0.004 -0.003 -0.006 0.563 -0.001
## value 0.002 -0.002 0.001 -0.001 -0.007 0.001 0.000
## percent_emp_x -0.992 -0.004 -0.004 -0.002 -0.011 0.000 0.000
## female:syuzhetbyyear 0.016 -0.001 -0.001 -0.001 0.001 -0.914 0.001
## mrtlsp mrtlsn mrtlwd age ctznnc ctznac yrsus1
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle 0.473
## maritalwidowed 0.205 0.280
## age 0.017 0.245 -0.046
## citizennaturalized citizen 0.006 0.030 0.003 -0.084
## citizennot a citizen -0.006 0.011 -0.002 -0.079 0.928
## yrsusa1 0.017 -0.002 0.008 -0.502 0.043 0.170
## speakengrecode_num 0.000 0.020 0.008 -0.085 -0.059 -0.062 0.066
## edcatHS -0.022 -0.004 -0.012 -0.023 -0.017 -0.071 -0.003
## edcatLess than HS -0.030 -0.026 -0.025 -0.153 -0.007 -0.085 0.026
## edcatSome Col -0.005 0.004 -0.003 0.053 -0.017 -0.033 -0.049
## bpldBelize -0.001 0.001 -0.001 -0.001 0.002 0.003 -0.004
## bpldBolivia -0.001 0.001 -0.001 0.005 0.003 0.006 0.002
## bpldBrazil 0.003 0.009 0.000 0.005 0.014 0.011 0.028
## bpldChile -0.003 -0.003 -0.003 0.001 0.007 0.006 -0.004
## bpldColumbia -0.003 0.001 -0.002 0.000 -0.002 0.007 0.016
## bpldCosta Rica 0.001 0.006 0.000 0.012 0.017 0.017 -0.005
## bpldCuba -0.004 -0.002 -0.002 -0.005 -0.001 0.000 0.003
## bpldDominican Republic -0.008 0.005 -0.001 0.014 0.003 0.013 0.015
## bpldEcuador -0.004 0.000 -0.001 0.016 -0.002 0.002 0.001
## bpldEl Salvador -0.008 -0.012 -0.005 0.030 -0.006 -0.008 -0.012
## bpldGuatemala -0.009 -0.012 -0.007 0.042 -0.002 -0.005 -0.007
## bpldGuyana -0.004 -0.005 -0.006 -0.014 -0.006 0.009 0.018
## bpldHonduras -0.007 -0.011 -0.006 0.034 -0.001 -0.007 0.000
## bpldMexico -0.010 -0.008 -0.007 0.046 -0.002 -0.011 -0.034
## bpldNicaragua -0.004 -0.002 -0.003 0.015 -0.005 -0.001 -0.012
## bpldPanama 0.000 0.000 -0.001 0.006 0.109 0.106 -0.035
## bpldParaguay 0.000 0.000 -0.003 0.009 0.006 0.007 -0.001
## bpldPeru -0.001 0.000 -0.002 -0.008 0.000 0.006 0.020
## bpldUruguay 0.003 0.005 0.000 -0.003 0.002 0.001 0.001
## bpldVenezuela -0.001 0.002 -0.002 0.001 0.016 0.016 0.030
## syuzhetbyyear 0.003 -0.003 0.000 -0.016 0.004 0.005 -0.020
## value -0.002 -0.005 0.000 -0.003 -0.005 -0.005 -0.002
## percent_emp_x 0.001 -0.004 0.000 0.003 0.003 0.005 0.004
## female:syuzhetbyyear 0.004 0.001 0.001 0.002 -0.001 -0.001 0.002
## spkng_ edctHS edLtHS edctSC bpldBlz bpldBlv bpldBr
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS -0.095
## edcatLess than HS -0.052 0.649
## edcatSome Col -0.033 0.546 0.471
## bpldBelize 0.030 -0.023 -0.018 -0.018
## bpldBolivia -0.009 -0.017 -0.015 -0.022 0.268
## bpldBrazil -0.004 -0.004 -0.004 -0.001 0.394 0.483
## bpldChile 0.001 -0.001 0.000 -0.003 0.275 0.340 0.496
## bpldColumbia -0.017 -0.014 -0.013 -0.012 0.415 0.510 0.750
## bpldCosta Rica -0.002 -0.024 -0.022 -0.019 0.272 0.330 0.485
## bpldCuba -0.012 -0.035 -0.022 -0.017 0.396 0.479 0.705
## bpldDominican Republic -0.017 -0.054 -0.051 -0.040 0.438 0.521 0.772
## bpldEcuador -0.022 -0.043 -0.045 -0.033 0.396 0.486 0.716
## bpldEl Salvador -0.025 -0.089 -0.096 -0.047 0.441 0.548 0.785
## bpldGuatemala -0.024 -0.077 -0.101 -0.043 0.427 0.524 0.761
## bpldGuyana 0.071 -0.051 -0.039 -0.027 0.401 0.430 0.640
## bpldHonduras -0.019 -0.073 -0.089 -0.039 0.406 0.496 0.721
## bpldMexico -0.028 -0.093 -0.101 -0.046 0.462 0.560 0.815
## bpldNicaragua -0.013 -0.041 -0.038 -0.028 0.327 0.400 0.579
## bpldPanama 0.007 -0.015 -0.014 -0.014 0.322 0.370 0.540
## bpldParaguay -0.001 -0.009 -0.009 -0.006 0.156 0.193 0.282
## bpldPeru -0.016 -0.019 -0.014 -0.024 0.397 0.492 0.713
## bpldUruguay -0.003 -0.018 -0.012 -0.014 0.211 0.260 0.383
## bpldVenezuela -0.010 0.025 0.018 0.018 0.351 0.430 0.635
## syuzhetbyyear 0.002 0.011 0.024 0.008 0.004 -0.001 -0.005
## value -0.004 -0.001 0.001 0.000 0.000 -0.002 0.001
## percent_emp_x -0.006 0.001 0.002 0.005 0.003 0.002 -0.014
## female:syuzhetbyyear 0.001 0.003 0.001 0.004 -0.003 -0.002 0.000
## bpldCh bpldCl bpldCR bpldCb bpldDR bpldEc bpldES
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia 0.522
## bpldCosta Rica 0.338 0.511
## bpldCuba 0.492 0.748 0.483
## bpldDominican Republic 0.535 0.817 0.527 0.761
## bpldEcuador 0.500 0.760 0.490 0.709 0.792
## bpldEl Salvador 0.551 0.828 0.538 0.782 0.851 0.796
## bpldGuatemala 0.532 0.801 0.521 0.757 0.824 0.770 0.866
## bpldGuyana 0.442 0.674 0.439 0.633 0.724 0.655 0.699
## bpldHonduras 0.504 0.761 0.494 0.721 0.783 0.731 0.818
## bpldMexico 0.574 0.860 0.561 0.818 0.880 0.826 0.933
## bpldNicaragua 0.406 0.612 0.397 0.580 0.627 0.585 0.655
## bpldPanama 0.378 0.569 0.373 0.542 0.590 0.542 0.598
## bpldParaguay 0.197 0.298 0.193 0.279 0.307 0.287 0.313
## bpldPeru 0.499 0.754 0.487 0.709 0.776 0.724 0.795
## bpldUruguay 0.267 0.404 0.261 0.380 0.416 0.389 0.423
## bpldVenezuela 0.441 0.669 0.431 0.636 0.681 0.634 0.697
## syuzhetbyyear 0.001 -0.003 -0.004 -0.004 -0.002 -0.002 -0.001
## value 0.001 -0.001 0.001 0.003 -0.004 -0.004 -0.002
## percent_emp_x 0.000 -0.004 -0.005 -0.005 -0.009 -0.004 0.010
## female:syuzhetbyyear 0.000 0.001 0.003 0.001 -0.001 0.001 -0.002
## bpldGt bpldGy bpldHn bpldMx bpldNc bpldPn bpldPrg
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana 0.676
## bpldHonduras 0.791 0.646
## bpldMexico 0.903 0.722 0.852
## bpldNicaragua 0.632 0.518 0.599 0.683
## bpldPanama 0.578 0.516 0.551 0.624 0.444
## bpldParaguay 0.303 0.257 0.287 0.325 0.231 0.215
## bpldPeru 0.767 0.643 0.727 0.824 0.586 0.542 0.284
## bpldUruguay 0.409 0.343 0.388 0.440 0.312 0.290 0.152
## bpldVenezuela 0.675 0.566 0.642 0.727 0.517 0.483 0.250
## syuzhetbyyear -0.004 0.005 -0.003 0.001 0.000 0.004 -0.002
## value 0.001 -0.004 0.002 0.004 0.001 0.004 0.000
## percent_emp_x 0.006 -0.006 0.004 0.020 0.004 0.000 -0.003
## female:syuzhetbyyear -0.001 0.000 -0.001 -0.002 0.000 0.003 0.000
## bpldPer bpldUr bpldVn syzhtb value prcn__
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay 0.384
## bpldVenezuela 0.635 0.339
## syuzhetbyyear 0.000 -0.001 -0.008
## value -0.001 0.000 0.001 -0.002
## percent_emp_x 0.001 -0.003 -0.002 0.000 -0.025
## female:syuzhetbyyear 0.001 -0.001 -0.001 -0.618 -0.001 0.002
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -3.9399442 0.0749385 0.2942279 0.4602959 1.6739217
##
## Number of Observations: 326336
## Number of Groups: 2265 Data Analysis for 24-65 Data Merged City - average sentiment of 5 years by city
5.1 Log Income Model by Race
model5.3<-lme(logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + syuzhet_average + value + percent_emp_x + syuzhet_average*racecat2,
data = data_final_2465_2, method = "ML", na.action = "na.omit", random = ~1|NAME)
summary(model5.3)## Linear mixed-effects model fit by maximum likelihood
## Data: data_final_2465_2
## AIC BIC logLik
## 800167.1 800455.9 -400056.6
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.09689291 0.8239471
##
## Fixed effects: logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + syuzhet_average + value + percent_emp_x + syuzhet_average * racecat2
## Value Std.Error DF t-value
## (Intercept) 10.205585 0.18490432 326100 55.19387
## racecat2Black -0.279528 0.05775487 326100 -4.83990
## racecat2Indigenous -0.170578 0.07520667 326100 -2.26812
## racecat2Asian 0.181834 0.10475867 326100 1.73574
## racecat2Other -0.052237 0.01548804 326100 -3.37274
## female -0.477429 0.00299702 326100 -159.30086
## maritalmarried -0.003221 0.00528588 326100 -0.60938
## maritalseparated -0.091583 0.00871066 326100 -10.51393
## maritalsingle -0.185746 0.00599935 326100 -30.96109
## maritalwidowed -0.082023 0.01347433 326100 -6.08732
## age 0.004590 0.00017148 326100 26.76868
## citizennaturalized citizen 0.090853 0.00904649 326100 10.04290
## citizennot a citizen -0.091042 0.00912000 326100 -9.98272
## yrsusa1 0.009287 0.00016120 326100 57.61145
## speakengrecode_num -0.018175 0.00122809 326100 -14.79961
## edcatHS -0.489486 0.00406992 326100 -120.26920
## edcatLess than HS -0.607303 0.00475282 326100 -127.77755
## edcatSome Col -0.384023 0.00496073 326100 -77.41261
## syuzhet_average -0.036277 0.06003216 222 -0.60429
## value 0.000000 0.00000000 222 3.16268
## percent_emp_x 0.004364 0.00234493 222 1.86097
## racecat2Black:syuzhet_average 0.607077 0.11690540 326100 5.19289
## racecat2Indigenous:syuzhet_average 0.185460 0.15596125 326100 1.18914
## racecat2Asian:syuzhet_average -0.171316 0.20579725 326100 -0.83245
## racecat2Other:syuzhet_average 0.004652 0.03216635 326100 0.14462
## p-value
## (Intercept) 0.0000
## racecat2Black 0.0000
## racecat2Indigenous 0.0233
## racecat2Asian 0.0826
## racecat2Other 0.0007
## female 0.0000
## maritalmarried 0.5423
## maritalseparated 0.0000
## maritalsingle 0.0000
## maritalwidowed 0.0000
## age 0.0000
## citizennaturalized citizen 0.0000
## citizennot a citizen 0.0000
## yrsusa1 0.0000
## speakengrecode_num 0.0000
## edcatHS 0.0000
## edcatLess than HS 0.0000
## edcatSome Col 0.0000
## syuzhet_average 0.5463
## value 0.0018
## percent_emp_x 0.0641
## racecat2Black:syuzhet_average 0.0000
## racecat2Indigenous:syuzhet_average 0.2344
## racecat2Asian:syuzhet_average 0.4052
## racecat2Other:syuzhet_average 0.8850
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female
## racecat2Black 0.005
## racecat2Indigenous -0.003 0.022
## racecat2Asian 0.005 0.022 0.012
## racecat2Other -0.023 0.107 0.082 0.060
## female -0.011 -0.001 0.001 -0.003 0.001
## maritalmarried -0.031 0.008 0.001 0.000 0.007 0.102
## maritalseparated -0.018 0.003 0.001 -0.001 0.000 -0.018
## maritalsingle -0.032 0.005 -0.002 -0.002 0.000 0.073
## maritalwidowed -0.009 0.003 -0.001 0.003 0.004 -0.037
## age -0.021 0.000 -0.002 -0.003 0.007 -0.014
## citizennaturalized citizen -0.045 0.001 -0.001 -0.003 -0.016 -0.010
## citizennot a citizen -0.051 0.002 -0.002 -0.002 -0.018 0.015
## yrsusa1 -0.021 0.004 -0.003 -0.001 -0.007 0.021
## speakengrecode_num -0.016 -0.008 -0.001 -0.002 -0.002 0.021
## edcatHS -0.023 0.001 -0.001 0.007 -0.016 0.079
## edcatLess than HS -0.021 0.003 -0.001 0.007 -0.020 0.088
## edcatSome Col -0.020 -0.003 0.000 0.005 -0.011 0.027
## syuzhet_average -0.055 0.059 0.042 0.033 0.199 0.000
## value -0.002 0.003 0.001 0.001 0.000 -0.001
## percent_emp_x -0.988 -0.015 -0.004 -0.010 -0.008 0.000
## racecat2Black:syuzhet_average -0.003 -0.986 -0.023 -0.023 -0.109 -0.001
## racecat2Indigenous:syuzhet_average 0.003 -0.022 -0.979 -0.012 -0.081 0.000
## racecat2Asian:syuzhet_average -0.004 -0.024 -0.013 -0.989 -0.063 0.002
## racecat2Other:syuzhet_average 0.024 -0.107 -0.081 -0.060 -0.979 -0.002
## mrtlmr mrtlsp mrtlsn mrtlwd age ctznnc
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated 0.524
## maritalsingle 0.788 0.473
## maritalwidowed 0.330 0.205 0.280
## age 0.056 0.021 0.252 -0.044
## citizennaturalized citizen -0.005 0.004 0.028 0.002 -0.083
## citizennot a citizen -0.010 -0.009 0.008 -0.004 -0.072 0.927
## yrsusa1 0.016 0.014 -0.006 0.005 -0.496 0.047
## speakengrecode_num -0.004 -0.001 0.020 0.008 -0.075 -0.062
## edcatHS -0.002 -0.030 -0.013 -0.016 0.006 -0.029
## edcatLess than HS -0.023 -0.039 -0.038 -0.031 -0.122 -0.020
## edcatSome Col 0.019 -0.009 0.001 -0.004 0.067 -0.022
## syuzhet_average 0.003 0.001 0.001 0.003 -0.001 -0.002
## value 0.000 -0.001 -0.004 0.000 -0.004 -0.005
## percent_emp_x 0.003 0.002 -0.001 0.001 -0.006 0.005
## racecat2Black:syuzhet_average -0.006 -0.003 -0.006 -0.004 -0.005 -0.001
## racecat2Indigenous:syuzhet_average -0.001 -0.001 0.001 0.001 0.003 0.001
## racecat2Asian:syuzhet_average -0.001 0.001 0.002 -0.003 0.000 0.000
## racecat2Other:syuzhet_average -0.005 -0.002 -0.002 -0.004 -0.002 0.012
## ctznac yrsus1 spkng_ edctHS edLtHS edctSC
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1 0.171
## speakengrecode_num -0.069 0.060
## edcatHS -0.094 -0.035 -0.108
## edcatLess than HS -0.111 -0.008 -0.069 0.625
## edcatSome Col -0.041 -0.062 -0.038 0.538 0.462
## syuzhet_average -0.004 -0.001 -0.001 -0.005 -0.003 -0.004
## value -0.004 0.000 -0.003 0.001 0.003 0.001
## percent_emp_x 0.009 0.015 -0.001 0.015 0.019 0.010
## racecat2Black:syuzhet_average 0.000 -0.001 0.018 0.000 0.001 0.003
## racecat2Indigenous:syuzhet_average 0.001 0.002 0.001 0.001 -0.001 -0.001
## racecat2Asian:syuzhet_average 0.002 0.003 0.012 -0.006 -0.005 -0.003
## racecat2Other:syuzhet_average 0.012 0.007 0.001 0.004 0.005 0.004
## syzht_ value prcn__ rc2B:_ rc2I:_ rc2A:_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## syuzhet_average
## value -0.123
## percent_emp_x -0.073 -0.005
## racecat2Black:syuzhet_average -0.061 -0.003 0.013
## racecat2Indigenous:syuzhet_average -0.043 -0.001 0.003 0.024
## racecat2Asian:syuzhet_average -0.034 -0.001 0.009 0.026 0.013
## racecat2Other:syuzhet_average -0.202 -0.002 0.006 0.114 0.085 0.066
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -13.8896689 -0.4133823 0.1053746 0.5624993 4.7452853
##
## Number of Observations: 326347
## Number of Groups: 226- sentiment not significant
- interaction signficant for black
5.2 Log Wage Model
model5.3<-lme(logwage ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + syuzhet_average + value + percent_emp_x + syuzhet_average*racecat2, data = data_final_2465_2, method = “ML”, na.action = “na.omit”, random = ~1|NAME) summary(model5.3)
- not converging
5.3 Log Income Model by Birthplace (reference is Mexico)
model5.3<-lme(logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhet_average + value + percent_emp_x + syuzhet_average*bpld,
data = data_final_2465_2, method = "ML", na.action = "na.omit", random = ~1|NAME)
summary(model5.3)## Linear mixed-effects model fit by maximum likelihood
## Data: data_final_2465_2
## AIC BIC logLik
## 799322.9 799996.7 -399598.5
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.09437611 0.8228006
##
## Fixed effects: logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhet_average + value + percent_emp_x + syuzhet_average * bpld
## Value Std.Error DF t-value
## (Intercept) 10.613313 0.1984783 326064 53.47343
## racecat2Black -0.005479 0.0106694 326064 -0.51356
## racecat2Indigenous -0.073956 0.0152422 326064 -4.85207
## racecat2Asian 0.024988 0.0169581 326064 1.47349
## racecat2Other -0.042596 0.0031678 326064 -13.44628
## female -0.477143 0.0029977 326064 -159.17178
## maritalmarried -0.003466 0.0052844 326064 -0.65585
## maritalseparated -0.085854 0.0087028 326064 -9.86515
## maritalsingle -0.183235 0.0059989 326064 -30.54478
## maritalwidowed -0.079961 0.0134591 326064 -5.94100
## age 0.004282 0.0001731 326064 24.73275
## citizennaturalized citizen 0.099939 0.0091422 326064 10.93167
## citizennot a citizen -0.082447 0.0092234 326064 -8.93896
## yrsusa1 0.009484 0.0001635 326064 58.01265
## speakengrecode_num -0.015398 0.0012397 326064 -12.42122
## edcatHS -0.474139 0.0041977 326064 -112.95148
## edcatLess than HS -0.586822 0.0049504 326064 -118.53997
## edcatSome Col -0.372486 0.0049932 326064 -74.59793
## bpldBelize -0.436211 0.1824717 326064 -2.39057
## bpldBolivia -0.344434 0.1688494 326064 -2.03989
## bpldBrazil -0.094679 0.0916089 326064 -1.03352
## bpldChile -0.354730 0.1210799 326064 -2.92972
## bpldColumbia -0.295630 0.0894055 326064 -3.30662
## bpldCosta Rica -0.171804 0.1312071 326064 -1.30941
## bpldCuba -0.448296 0.0954327 326064 -4.69751
## bpldDominican Republic -0.425582 0.0889897 326064 -4.78237
## bpldEcuador -0.319620 0.1030339 326064 -3.10208
## bpldEl Salvador -0.259918 0.0831096 326064 -3.12742
## bpldGuatemala -0.307809 0.0856143 326064 -3.59530
## bpldGuyana -0.312482 0.1249597 326064 -2.50066
## bpldHonduras -0.307578 0.0898884 326064 -3.42178
## bpldMexico -0.329339 0.0783915 326064 -4.20121
## bpldNicaragua -0.392844 0.1147693 326064 -3.42290
## bpldPanama -0.432491 0.1095807 326064 -3.94678
## bpldParaguay -0.735437 0.2297570 326064 -3.20093
## bpldPeru -0.269616 0.0941553 326064 -2.86352
## bpldUruguay -0.275467 0.1924341 326064 -1.43149
## bpldVenezuela -0.311910 0.1038471 326064 -3.00355
## syuzhet_average -0.198474 0.1702186 222 -1.16599
## value 0.000000 0.0000000 222 3.26745
## percent_emp_x 0.002835 0.0023085 222 1.22806
## bpldBelize:syuzhet_average 0.632873 0.3644914 326064 1.73632
## bpldBolivia:syuzhet_average 0.122956 0.3505564 326064 0.35075
## bpldBrazil:syuzhet_average 0.063930 0.1924982 326064 0.33211
## bpldChile:syuzhet_average 0.308258 0.2532015 326064 1.21744
## bpldColumbia:syuzhet_average 0.145616 0.1856048 326064 0.78455
## bpldCosta Rica:syuzhet_average -0.041143 0.2748893 326064 -0.14967
## bpldCuba:syuzhet_average 0.462949 0.2005245 326064 2.30869
## bpldDominican Republic:syuzhet_average 0.244673 0.1832172 326064 1.33543
## bpldEcuador:syuzhet_average 0.161298 0.2088852 326064 0.77219
## bpldEl Salvador:syuzhet_average 0.053556 0.1718945 326064 0.31156
## bpldGuatemala:syuzhet_average 0.079058 0.1767625 326064 0.44725
## bpldGuyana:syuzhet_average 0.357610 0.2481310 326064 1.44121
## bpldHonduras:syuzhet_average 0.146680 0.1880959 326064 0.77982
## bpldMexico:syuzhet_average 0.166584 0.1626286 326064 1.02432
## bpldNicaragua:syuzhet_average 0.378777 0.2373774 326064 1.59567
## bpldPanama:syuzhet_average 0.633937 0.2335867 326064 2.71393
## bpldParaguay:syuzhet_average 1.057613 0.4743630 326064 2.22954
## bpldPeru:syuzhet_average 0.045849 0.1945462 326064 0.23567
## bpldUruguay:syuzhet_average 0.375546 0.3970523 326064 0.94583
## bpldVenezuela:syuzhet_average 0.277541 0.2200230 326064 1.26142
## p-value
## (Intercept) 0.0000
## racecat2Black 0.6076
## racecat2Indigenous 0.0000
## racecat2Asian 0.1406
## racecat2Other 0.0000
## female 0.0000
## maritalmarried 0.5119
## maritalseparated 0.0000
## maritalsingle 0.0000
## maritalwidowed 0.0000
## age 0.0000
## citizennaturalized citizen 0.0000
## citizennot a citizen 0.0000
## yrsusa1 0.0000
## speakengrecode_num 0.0000
## edcatHS 0.0000
## edcatLess than HS 0.0000
## edcatSome Col 0.0000
## bpldBelize 0.0168
## bpldBolivia 0.0414
## bpldBrazil 0.3014
## bpldChile 0.0034
## bpldColumbia 0.0009
## bpldCosta Rica 0.1904
## bpldCuba 0.0000
## bpldDominican Republic 0.0000
## bpldEcuador 0.0019
## bpldEl Salvador 0.0018
## bpldGuatemala 0.0003
## bpldGuyana 0.0124
## bpldHonduras 0.0006
## bpldMexico 0.0000
## bpldNicaragua 0.0006
## bpldPanama 0.0001
## bpldParaguay 0.0014
## bpldPeru 0.0042
## bpldUruguay 0.1523
## bpldVenezuela 0.0027
## syuzhet_average 0.2449
## value 0.0013
## percent_emp_x 0.2207
## bpldBelize:syuzhet_average 0.0825
## bpldBolivia:syuzhet_average 0.7258
## bpldBrazil:syuzhet_average 0.7398
## bpldChile:syuzhet_average 0.2234
## bpldColumbia:syuzhet_average 0.4327
## bpldCosta Rica:syuzhet_average 0.8810
## bpldCuba:syuzhet_average 0.0210
## bpldDominican Republic:syuzhet_average 0.1817
## bpldEcuador:syuzhet_average 0.4400
## bpldEl Salvador:syuzhet_average 0.7554
## bpldGuatemala:syuzhet_average 0.6547
## bpldGuyana:syuzhet_average 0.1495
## bpldHonduras:syuzhet_average 0.4355
## bpldMexico:syuzhet_average 0.3057
## bpldNicaragua:syuzhet_average 0.1106
## bpldPanama:syuzhet_average 0.0066
## bpldParaguay:syuzhet_average 0.0258
## bpldPeru:syuzhet_average 0.8137
## bpldUruguay:syuzhet_average 0.3442
## bpldVenezuela:syuzhet_average 0.2072
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O
## racecat2Black 0.003
## racecat2Indigenous 0.002 0.030
## racecat2Asian 0.004 0.202 0.021
## racecat2Other 0.007 0.159 0.087 0.100
## female -0.011 -0.003 0.003 -0.002 0.001
## maritalmarried -0.027 0.011 0.000 -0.002 0.006
## maritalseparated -0.014 0.000 0.000 0.001 -0.007
## maritalsingle -0.029 -0.004 -0.002 -0.002 -0.007
## maritalwidowed -0.007 -0.002 0.002 -0.002 0.000
## age -0.030 -0.009 0.002 0.004 0.018
## citizennaturalized citizen -0.040 -0.015 -0.002 -0.012 -0.020
## citizennot a citizen -0.043 -0.014 -0.001 -0.007 -0.028
## yrsusa1 -0.009 0.003 -0.002 0.003 0.001
## speakengrecode_num -0.009 -0.001 0.000 0.003 -0.012
## edcatHS -0.003 0.011 0.001 0.011 -0.042
## edcatLess than HS 0.000 0.013 -0.003 0.006 -0.048
## edcatSome Col -0.010 0.002 -0.002 0.009 -0.025
## bpldBelize -0.167 0.000 -0.009 -0.007 -0.010
## bpldBolivia -0.180 -0.002 -0.004 -0.007 -0.005
## bpldBrazil -0.324 -0.006 0.000 -0.004 -0.004
## bpldChile -0.251 -0.001 0.001 -0.003 -0.003
## bpldColumbia -0.337 -0.005 0.000 -0.006 -0.007
## bpldCosta Rica -0.228 0.001 0.000 -0.003 -0.006
## bpldCuba -0.316 -0.012 0.000 -0.005 -0.007
## bpldDominican Republic -0.326 -0.021 -0.002 -0.009 -0.014
## bpldEcuador -0.291 -0.003 -0.002 -0.005 -0.004
## bpldEl Salvador -0.373 -0.003 -0.002 -0.007 -0.010
## bpldGuatemala -0.359 -0.004 -0.003 -0.009 -0.010
## bpldGuyana -0.236 -0.055 -0.006 -0.030 -0.015
## bpldHonduras -0.342 -0.005 0.000 -0.006 -0.008
## bpldMexico -0.405 -0.002 -0.002 -0.007 -0.007
## bpldNicaragua -0.269 -0.003 -0.004 -0.006 -0.009
## bpldPanama -0.284 0.002 0.001 -0.001 -0.005
## bpldParaguay -0.131 -0.001 -0.003 -0.005 -0.004
## bpldPeru -0.322 -0.003 -0.002 -0.001 -0.010
## bpldUruguay -0.153 0.000 0.001 -0.002 -0.001
## bpldVenezuela -0.291 -0.002 -0.001 0.000 -0.005
## syuzhet_average -0.385 0.001 0.001 -0.008 0.004
## value -0.001 -0.002 0.000 0.000 -0.006
## percent_emp_x -0.911 -0.003 -0.003 -0.003 -0.009
## bpldBelize:syuzhet_average 0.170 -0.032 0.007 0.001 0.002
## bpldBolivia:syuzhet_average 0.176 0.002 0.003 0.007 0.002
## bpldBrazil:syuzhet_average 0.316 0.003 0.000 0.001 0.001
## bpldChile:syuzhet_average 0.244 0.001 -0.001 0.004 0.000
## bpldColumbia:syuzhet_average 0.331 0.004 -0.001 0.009 0.002
## bpldCosta Rica:syuzhet_average 0.222 -0.006 -0.001 0.004 0.002
## bpldCuba:syuzhet_average 0.307 0.008 0.000 0.007 0.004
## bpldDominican Republic:syuzhet_average 0.324 0.006 0.000 0.008 -0.001
## bpldEcuador:syuzhet_average 0.293 0.001 0.000 0.007 -0.004
## bpldEl Salvador:syuzhet_average 0.366 0.001 0.000 0.009 -0.001
## bpldGuatemala:syuzhet_average 0.354 0.001 -0.001 0.010 -0.002
## bpldGuyana:syuzhet_average 0.243 0.013 0.003 -0.012 0.003
## bpldHonduras:syuzhet_average 0.332 0.000 -0.002 0.007 -0.002
## bpldMexico:syuzhet_average 0.395 0.000 -0.001 0.009 -0.002
## bpldNicaragua:syuzhet_average 0.265 0.001 0.003 0.007 0.001
## bpldPanama:syuzhet_average 0.271 -0.029 -0.002 -0.007 -0.004
## bpldParaguay:syuzhet_average 0.129 0.001 0.001 0.004 0.002
## bpldPeru:syuzhet_average 0.317 0.001 -0.001 0.001 0.001
## bpldUruguay:syuzhet_average 0.151 0.000 -0.001 0.003 0.001
## bpldVenezuela:syuzhet_average 0.279 -0.001 0.000 -0.001 0.000
## female mrtlmr mrtlsp mrtlsn mrtlwd
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried 0.100
## maritalseparated -0.018 0.523
## maritalsingle 0.072 0.788 0.473
## maritalwidowed -0.037 0.331 0.205 0.280
## age -0.009 0.051 0.017 0.245 -0.046
## citizennaturalized citizen -0.012 -0.004 0.006 0.030 0.003
## citizennot a citizen 0.011 -0.007 -0.006 0.011 -0.002
## yrsusa1 0.016 0.021 0.017 -0.002 0.008
## speakengrecode_num 0.019 -0.004 0.000 0.020 0.008
## edcatHS 0.072 0.004 -0.022 -0.004 -0.012
## edcatLess than HS 0.078 -0.014 -0.030 -0.026 -0.025
## edcatSome Col 0.025 0.021 -0.006 0.004 -0.003
## bpldBelize 0.000 0.000 -0.001 0.000 0.001
## bpldBolivia -0.003 0.000 0.000 0.002 -0.001
## bpldBrazil -0.003 -0.001 -0.001 0.000 -0.002
## bpldChile 0.000 -0.001 -0.003 -0.002 -0.001
## bpldColumbia -0.004 0.001 -0.002 -0.001 -0.001
## bpldCosta Rica -0.003 0.001 0.002 0.003 -0.001
## bpldCuba -0.001 0.001 -0.003 -0.002 -0.002
## bpldDominican Republic -0.002 0.004 -0.003 0.000 -0.001
## bpldEcuador -0.003 -0.002 -0.002 -0.003 -0.002
## bpldEl Salvador -0.002 0.000 -0.003 -0.002 -0.002
## bpldGuatemala 0.001 0.002 -0.002 0.000 -0.002
## bpldGuyana -0.002 0.002 -0.001 0.001 0.000
## bpldHonduras -0.002 0.001 -0.004 -0.002 -0.002
## bpldMexico -0.001 0.000 -0.003 0.000 -0.002
## bpldNicaragua -0.001 0.000 -0.002 -0.001 0.000
## bpldPanama -0.005 0.002 -0.001 0.002 0.000
## bpldParaguay 0.000 -0.001 -0.003 -0.005 -0.003
## bpldPeru -0.004 0.002 -0.002 0.000 -0.002
## bpldUruguay 0.002 -0.002 -0.002 -0.002 0.001
## bpldVenezuela -0.002 -0.001 -0.001 0.000 -0.001
## syuzhet_average -0.001 0.002 -0.001 0.001 0.000
## value 0.000 -0.001 -0.002 -0.004 0.000
## percent_emp_x 0.002 0.000 0.001 -0.003 0.000
## bpldBelize:syuzhet_average -0.002 0.001 0.000 0.000 -0.001
## bpldBolivia:syuzhet_average 0.003 0.000 0.000 -0.001 0.001
## bpldBrazil:syuzhet_average 0.001 0.002 0.001 0.002 0.002
## bpldChile:syuzhet_average 0.000 0.001 0.002 0.001 0.000
## bpldColumbia:syuzhet_average 0.001 0.000 0.002 0.001 0.001
## bpldCosta Rica:syuzhet_average 0.002 0.000 -0.002 -0.001 0.001
## bpldCuba:syuzhet_average 0.001 0.000 0.002 0.001 0.001
## bpldDominican Republic:syuzhet_average -0.001 -0.002 0.001 0.001 0.001
## bpldEcuador:syuzhet_average 0.002 0.003 0.001 0.003 0.002
## bpldEl Salvador:syuzhet_average 0.001 -0.001 0.002 0.000 0.001
## bpldGuatemala:syuzhet_average 0.000 -0.003 0.000 -0.003 0.000
## bpldGuyana:syuzhet_average 0.000 -0.003 0.000 -0.002 -0.001
## bpldHonduras:syuzhet_average 0.000 -0.001 0.002 0.000 0.001
## bpldMexico:syuzhet_average 0.001 -0.002 0.001 -0.001 0.001
## bpldNicaragua:syuzhet_average 0.000 0.001 0.001 0.001 -0.001
## bpldPanama:syuzhet_average 0.002 -0.002 0.001 -0.002 0.000
## bpldParaguay:syuzhet_average -0.001 0.002 0.003 0.005 0.002
## bpldPeru:syuzhet_average 0.002 -0.001 0.001 0.000 0.002
## bpldUruguay:syuzhet_average -0.002 0.003 0.003 0.003 -0.001
## bpldVenezuela:syuzhet_average 0.000 0.001 0.001 0.001 0.000
## age ctznnc ctznac yrsus1 spkng_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen -0.084
## citizennot a citizen -0.079 0.928
## yrsusa1 -0.502 0.043 0.170
## speakengrecode_num -0.085 -0.058 -0.062 0.066
## edcatHS -0.023 -0.017 -0.071 -0.002 -0.094
## edcatLess than HS -0.153 -0.007 -0.085 0.027 -0.052
## edcatSome Col 0.053 -0.017 -0.033 -0.048 -0.033
## bpldBelize 0.003 -0.001 -0.001 -0.003 0.004
## bpldBolivia 0.004 0.002 0.002 0.001 0.001
## bpldBrazil 0.003 0.001 -0.001 0.005 -0.001
## bpldChile -0.001 0.001 0.001 0.001 0.000
## bpldColumbia 0.004 -0.002 -0.001 0.005 -0.001
## bpldCosta Rica 0.004 0.006 0.006 0.003 0.000
## bpldCuba -0.001 0.003 0.002 0.015 -0.006
## bpldDominican Republic 0.006 -0.002 0.000 0.005 -0.006
## bpldEcuador 0.004 0.001 0.002 0.003 0.002
## bpldEl Salvador 0.010 -0.004 -0.006 -0.004 -0.005
## bpldGuatemala 0.014 -0.002 -0.002 -0.002 -0.004
## bpldGuyana 0.001 -0.006 -0.005 -0.004 0.007
## bpldHonduras 0.013 -0.004 -0.005 0.001 -0.001
## bpldMexico 0.012 -0.004 -0.005 -0.004 -0.006
## bpldNicaragua 0.006 -0.005 -0.005 -0.004 0.000
## bpldPanama 0.004 0.043 0.041 -0.009 0.004
## bpldParaguay 0.003 0.003 0.004 -0.002 0.002
## bpldPeru 0.000 0.002 0.003 0.004 0.000
## bpldUruguay 0.000 -0.005 -0.005 0.001 0.001
## bpldVenezuela -0.003 0.004 0.004 0.009 -0.003
## syuzhet_average 0.002 -0.002 -0.002 0.002 0.000
## value -0.002 -0.004 -0.004 -0.002 -0.004
## percent_emp_x 0.003 0.002 0.004 0.004 -0.005
## bpldBelize:syuzhet_average -0.003 0.001 0.002 0.003 0.001
## bpldBolivia:syuzhet_average -0.003 -0.002 -0.002 0.000 -0.003
## bpldBrazil:syuzhet_average -0.003 0.001 0.003 0.000 0.001
## bpldChile:syuzhet_average 0.001 0.000 0.000 -0.002 0.000
## bpldColumbia:syuzhet_average -0.004 0.002 0.003 -0.002 -0.002
## bpldCosta Rica:syuzhet_average -0.002 -0.003 -0.003 -0.004 -0.001
## bpldCuba:syuzhet_average 0.000 -0.003 -0.002 -0.015 0.004
## bpldDominican Republic:syuzhet_average -0.004 0.003 0.002 -0.002 0.003
## bpldEcuador:syuzhet_average -0.001 -0.001 -0.002 -0.003 -0.005
## bpldEl Salvador:syuzhet_average -0.005 0.003 0.004 0.001 0.000
## bpldGuatemala:syuzhet_average -0.006 0.001 0.002 0.001 -0.001
## bpldGuyana:syuzhet_average -0.004 0.005 0.006 0.007 0.004
## bpldHonduras:syuzhet_average -0.006 0.004 0.004 -0.001 -0.003
## bpldMexico:syuzhet_average -0.003 0.003 0.003 -0.002 0.001
## bpldNicaragua:syuzhet_average -0.003 0.004 0.005 0.002 -0.003
## bpldPanama:syuzhet_average -0.003 -0.021 -0.020 0.002 -0.002
## bpldParaguay:syuzhet_average -0.002 -0.002 -0.003 0.002 -0.002
## bpldPeru:syuzhet_average -0.001 -0.002 -0.001 0.000 -0.004
## bpldUruguay:syuzhet_average 0.000 0.005 0.005 -0.001 -0.002
## bpldVenezuela:syuzhet_average 0.003 -0.001 -0.001 -0.003 0.001
## edctHS edLtHS edctSC bpldBlz bpldBlv
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS 0.650
## edcatSome Col 0.546 0.471
## bpldBelize -0.001 -0.002 -0.001
## bpldBolivia 0.000 -0.001 -0.003 0.195
## bpldBrazil -0.005 -0.004 -0.004 0.358 0.388
## bpldChile -0.003 -0.001 -0.002 0.272 0.293
## bpldColumbia 0.004 0.002 0.002 0.368 0.398
## bpldCosta Rica 0.000 -0.001 -0.002 0.251 0.272
## bpldCuba -0.009 -0.005 -0.006 0.346 0.373
## bpldDominican Republic -0.015 -0.013 -0.012 0.367 0.400
## bpldEcuador -0.001 -0.002 -0.002 0.319 0.346
## bpldEl Salvador -0.022 -0.023 -0.012 0.398 0.429
## bpldGuatemala -0.017 -0.022 -0.011 0.386 0.416
## bpldGuyana -0.001 0.000 0.000 0.263 0.285
## bpldHonduras -0.019 -0.022 -0.010 0.367 0.396
## bpldMexico -0.021 -0.021 -0.012 0.421 0.454
## bpldNicaragua -0.008 -0.007 -0.005 0.288 0.311
## bpldPanama -0.010 -0.008 -0.008 0.300 0.327
## bpldParaguay 0.000 0.000 0.000 0.143 0.155
## bpldPeru 0.000 0.000 -0.001 0.349 0.378
## bpldUruguay -0.003 -0.001 -0.002 0.171 0.185
## bpldVenezuela 0.006 0.005 0.005 0.317 0.343
## syuzhet_average -0.003 -0.002 -0.003 0.393 0.426
## value 0.000 0.001 0.001 0.001 0.000
## percent_emp_x 0.001 0.002 0.004 0.001 0.001
## bpldBelize:syuzhet_average -0.003 -0.001 -0.002 -0.985 -0.199
## bpldBolivia:syuzhet_average -0.003 -0.001 -0.001 -0.192 -0.988
## bpldBrazil:syuzhet_average 0.005 0.004 0.004 -0.347 -0.376
## bpldChile:syuzhet_average 0.002 0.001 0.002 -0.265 -0.286
## bpldColumbia:syuzhet_average -0.006 -0.004 -0.005 -0.360 -0.391
## bpldCosta Rica:syuzhet_average -0.005 -0.003 -0.002 -0.244 -0.264
## bpldCuba:syuzhet_average 0.002 0.001 0.003 -0.335 -0.362
## bpldDominican Republic:syuzhet_average 0.005 0.003 0.005 -0.363 -0.396
## bpldEcuador:syuzhet_average -0.006 -0.005 -0.003 -0.320 -0.347
## bpldEl Salvador:syuzhet_average 0.005 0.005 0.004 -0.392 -0.422
## bpldGuatemala:syuzhet_average 0.003 0.003 0.003 -0.381 -0.411
## bpldGuyana:syuzhet_average -0.007 -0.006 -0.004 -0.269 -0.292
## bpldHonduras:syuzhet_average 0.005 0.005 0.002 -0.357 -0.386
## bpldMexico:syuzhet_average 0.003 0.001 0.003 -0.414 -0.446
## bpldNicaragua:syuzhet_average 0.001 0.000 0.000 -0.284 -0.306
## bpldPanama:syuzhet_average 0.007 0.005 0.005 -0.287 -0.313
## bpldParaguay:syuzhet_average -0.002 -0.001 -0.001 -0.141 -0.153
## bpldPeru:syuzhet_average -0.004 -0.002 -0.003 -0.344 -0.373
## bpldUruguay:syuzhet_average 0.000 -0.001 0.000 -0.169 -0.183
## bpldVenezuela:syuzhet_average -0.001 -0.002 -0.001 -0.305 -0.330
## bpldBr bpldCh bpldCl bpldCR bpldCb
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile 0.541
## bpldColumbia 0.736 0.554
## bpldCosta Rica 0.500 0.378 0.513
## bpldCuba 0.686 0.520 0.707 0.481
## bpldDominican Republic 0.747 0.557 0.764 0.516 0.707
## bpldEcuador 0.638 0.481 0.656 0.446 0.612
## bpldEl Salvador 0.786 0.596 0.807 0.550 0.758
## bpldGuatemala 0.765 0.579 0.784 0.534 0.735
## bpldGuyana 0.526 0.397 0.542 0.368 0.507
## bpldHonduras 0.728 0.551 0.749 0.510 0.703
## bpldMexico 0.832 0.633 0.854 0.583 0.803
## bpldNicaragua 0.569 0.432 0.585 0.399 0.550
## bpldPanama 0.597 0.453 0.614 0.420 0.576
## bpldParaguay 0.286 0.216 0.293 0.200 0.274
## bpldPeru 0.696 0.527 0.715 0.486 0.669
## bpldUruguay 0.342 0.257 0.351 0.239 0.328
## bpldVenezuela 0.632 0.477 0.649 0.441 0.610
## syuzhet_average 0.781 0.595 0.801 0.548 0.753
## value -0.001 -0.001 0.002 0.001 0.003
## percent_emp_x -0.005 0.001 -0.001 -0.004 -0.002
## bpldBelize:syuzhet_average -0.365 -0.277 -0.374 -0.256 -0.352
## bpldBolivia:syuzhet_average -0.380 -0.288 -0.391 -0.267 -0.366
## bpldBrazil:syuzhet_average -0.981 -0.525 -0.713 -0.484 -0.665
## bpldChile:syuzhet_average -0.527 -0.978 -0.540 -0.368 -0.506
## bpldColumbia:syuzhet_average -0.722 -0.544 -0.983 -0.503 -0.693
## bpldCosta Rica:syuzhet_average -0.486 -0.367 -0.499 -0.981 -0.467
## bpldCuba:syuzhet_average -0.666 -0.504 -0.685 -0.466 -0.983
## bpldDominican Republic:syuzhet_average -0.738 -0.551 -0.756 -0.511 -0.700
## bpldEcuador:syuzhet_average -0.641 -0.484 -0.659 -0.448 -0.615
## bpldEl Salvador:syuzhet_average -0.774 -0.587 -0.795 -0.541 -0.745
## bpldGuatemala:syuzhet_average -0.754 -0.571 -0.773 -0.527 -0.725
## bpldGuyana:syuzhet_average -0.540 -0.407 -0.556 -0.378 -0.519
## bpldHonduras:syuzhet_average -0.708 -0.537 -0.729 -0.496 -0.683
## bpldMexico:syuzhet_average -0.816 -0.621 -0.838 -0.572 -0.787
## bpldNicaragua:syuzhet_average -0.561 -0.425 -0.576 -0.393 -0.542
## bpldPanama:syuzhet_average -0.570 -0.433 -0.587 -0.401 -0.550
## bpldParaguay:syuzhet_average -0.282 -0.213 -0.289 -0.197 -0.270
## bpldPeru:syuzhet_average -0.686 -0.519 -0.705 -0.480 -0.659
## bpldUruguay:syuzhet_average -0.337 -0.254 -0.346 -0.236 -0.323
## bpldVenezuela:syuzhet_average -0.608 -0.459 -0.624 -0.424 -0.587
## bpldDR bpldEc bpldES bpldGt bpldGy
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador 0.665
## bpldEl Salvador 0.809 0.699
## bpldGuatemala 0.788 0.679 0.850
## bpldGuyana 0.551 0.473 0.575 0.559
## bpldHonduras 0.751 0.649 0.809 0.784 0.535
## bpldMexico 0.852 0.740 0.927 0.899 0.608
## bpldNicaragua 0.586 0.507 0.633 0.614 0.419
## bpldPanama 0.616 0.534 0.659 0.640 0.440
## bpldParaguay 0.295 0.255 0.314 0.305 0.210
## bpldPeru 0.720 0.621 0.767 0.745 0.512
## bpldUruguay 0.354 0.305 0.375 0.364 0.252
## bpldVenezuela 0.650 0.562 0.696 0.675 0.464
## syuzhet_average 0.801 0.695 0.864 0.840 0.574
## value 0.004 0.002 0.000 0.002 0.002
## percent_emp_x -0.013 -0.002 0.011 0.006 -0.006
## bpldBelize:syuzhet_average -0.373 -0.325 -0.406 -0.393 -0.266
## bpldBolivia:syuzhet_average -0.392 -0.339 -0.421 -0.408 -0.280
## bpldBrazil:syuzhet_average -0.722 -0.618 -0.762 -0.741 -0.510
## bpldChile:syuzhet_average -0.542 -0.469 -0.581 -0.564 -0.387
## bpldColumbia:syuzhet_average -0.750 -0.644 -0.792 -0.769 -0.532
## bpldCosta Rica:syuzhet_average -0.502 -0.434 -0.534 -0.519 -0.358
## bpldCuba:syuzhet_average -0.686 -0.593 -0.734 -0.712 -0.491
## bpldDominican Republic:syuzhet_average -0.983 -0.659 -0.799 -0.778 -0.545
## bpldEcuador:syuzhet_average -0.669 -0.985 -0.702 -0.682 -0.476
## bpldEl Salvador:syuzhet_average -0.795 -0.688 -0.982 -0.836 -0.566
## bpldGuatemala:syuzhet_average -0.776 -0.669 -0.838 -0.982 -0.551
## bpldGuyana:syuzhet_average -0.565 -0.485 -0.589 -0.573 -0.987
## bpldHonduras:syuzhet_average -0.731 -0.632 -0.786 -0.762 -0.520
## bpldMexico:syuzhet_average -0.836 -0.725 -0.910 -0.882 -0.597
## bpldNicaragua:syuzhet_average -0.577 -0.499 -0.623 -0.604 -0.412
## bpldPanama:syuzhet_average -0.588 -0.510 -0.630 -0.611 -0.419
## bpldParaguay:syuzhet_average -0.291 -0.252 -0.309 -0.301 -0.208
## bpldPeru:syuzhet_average -0.710 -0.612 -0.756 -0.734 -0.505
## bpldUruguay:syuzhet_average -0.350 -0.301 -0.370 -0.359 -0.249
## bpldVenezuela:syuzhet_average -0.625 -0.541 -0.668 -0.648 -0.446
## bpldHn bpldMx bpldNc bpldPn bpldPrg
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico 0.855
## bpldNicaragua 0.585 0.670
## bpldPanama 0.612 0.700 0.479
## bpldParaguay 0.291 0.333 0.227 0.239
## bpldPeru 0.710 0.813 0.556 0.583 0.278
## bpldUruguay 0.348 0.396 0.272 0.286 0.136
## bpldVenezuela 0.646 0.737 0.505 0.530 0.252
## syuzhet_average 0.800 0.921 0.626 0.662 0.312
## value 0.002 0.001 0.001 0.002 0.000
## percent_emp_x 0.006 0.019 0.006 0.004 -0.001
## bpldBelize:syuzhet_average -0.374 -0.430 -0.293 -0.306 -0.146
## bpldBolivia:syuzhet_average -0.389 -0.446 -0.305 -0.321 -0.152
## bpldBrazil:syuzhet_average -0.706 -0.806 -0.552 -0.579 -0.277
## bpldChile:syuzhet_average -0.537 -0.616 -0.421 -0.441 -0.211
## bpldColumbia:syuzhet_average -0.735 -0.837 -0.574 -0.603 -0.288
## bpldCosta Rica:syuzhet_average -0.495 -0.566 -0.388 -0.408 -0.194
## bpldCuba:syuzhet_average -0.681 -0.778 -0.533 -0.559 -0.266
## bpldDominican Republic:syuzhet_average -0.743 -0.842 -0.579 -0.609 -0.292
## bpldEcuador:syuzhet_average -0.652 -0.742 -0.509 -0.536 -0.256
## bpldEl Salvador:syuzhet_average -0.796 -0.913 -0.623 -0.649 -0.309
## bpldGuatemala:syuzhet_average -0.772 -0.886 -0.605 -0.631 -0.301
## bpldGuyana:syuzhet_average -0.548 -0.623 -0.429 -0.452 -0.216
## bpldHonduras:syuzhet_average -0.981 -0.832 -0.569 -0.595 -0.283
## bpldMexico:syuzhet_average -0.838 -0.981 -0.658 -0.686 -0.326
## bpldNicaragua:syuzhet_average -0.575 -0.660 -0.983 -0.471 -0.224
## bpldPanama:syuzhet_average -0.584 -0.668 -0.458 -0.977 -0.229
## bpldParaguay:syuzhet_average -0.287 -0.328 -0.224 -0.236 -0.981
## bpldPeru:syuzhet_average -0.700 -0.801 -0.548 -0.575 -0.274
## bpldUruguay:syuzhet_average -0.344 -0.391 -0.268 -0.282 -0.135
## bpldVenezuela:syuzhet_average -0.620 -0.708 -0.485 -0.509 -0.242
## bpldPer bpldUr bpldVn syzht_ value
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay 0.332
## bpldVenezuela 0.614 0.302
## syuzhet_average 0.762 0.371 0.692
## value 0.002 0.002 0.001 -0.042
## percent_emp_x 0.001 -0.004 -0.001 -0.014 -0.006
## bpldBelize:syuzhet_average -0.356 -0.174 -0.323 -0.416 -0.001
## bpldBolivia:syuzhet_average -0.371 -0.182 -0.336 -0.433 0.000
## bpldBrazil:syuzhet_average -0.675 -0.331 -0.613 -0.786 0.001
## bpldChile:syuzhet_average -0.513 -0.250 -0.465 -0.601 0.001
## bpldColumbia:syuzhet_average -0.701 -0.344 -0.637 -0.815 -0.003
## bpldCosta Rica:syuzhet_average -0.473 -0.232 -0.429 -0.552 -0.001
## bpldCuba:syuzhet_average -0.648 -0.318 -0.592 -0.757 -0.002
## bpldDominican Republic:syuzhet_average -0.712 -0.351 -0.644 -0.822 -0.004
## bpldEcuador:syuzhet_average -0.624 -0.307 -0.565 -0.723 -0.002
## bpldEl Salvador:syuzhet_average -0.755 -0.369 -0.685 -0.882 0.000
## bpldGuatemala:syuzhet_average -0.735 -0.359 -0.665 -0.859 -0.001
## bpldGuyana:syuzhet_average -0.526 -0.259 -0.477 -0.609 -0.003
## bpldHonduras:syuzhet_average -0.691 -0.339 -0.628 -0.808 -0.002
## bpldMexico:syuzhet_average -0.797 -0.389 -0.723 -0.938 0.000
## bpldNicaragua:syuzhet_average -0.547 -0.267 -0.497 -0.640 -0.001
## bpldPanama:syuzhet_average -0.557 -0.273 -0.506 -0.656 -0.002
## bpldParaguay:syuzhet_average -0.274 -0.134 -0.249 -0.319 0.000
## bpldPeru:syuzhet_average -0.983 -0.327 -0.606 -0.779 -0.002
## bpldUruguay:syuzhet_average -0.328 -0.986 -0.298 -0.380 -0.002
## bpldVenezuela:syuzhet_average -0.590 -0.290 -0.982 -0.690 -0.001
## prcn__ bpldBlz:_ bpldBlv:_ bpldBr:_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhet_average
## value
## percent_emp_x
## bpldBelize:syuzhet_average -0.001
## bpldBolivia:syuzhet_average 0.000 0.203
## bpldBrazil:syuzhet_average 0.003 0.367 0.382
## bpldChile:syuzhet_average -0.001 0.280 0.291 0.530
## bpldColumbia:syuzhet_average 0.000 0.381 0.398 0.726
## bpldCosta Rica:syuzhet_average 0.003 0.258 0.269 0.489
## bpldCuba:syuzhet_average 0.001 0.354 0.369 0.670
## bpldDominican Republic:syuzhet_average 0.011 0.384 0.403 0.741
## bpldEcuador:syuzhet_average 0.001 0.338 0.353 0.645
## bpldEl Salvador:syuzhet_average -0.009 0.415 0.430 0.778
## bpldGuatemala:syuzhet_average -0.005 0.403 0.418 0.758
## bpldGuyana:syuzhet_average 0.005 0.284 0.297 0.543
## bpldHonduras:syuzhet_average -0.005 0.378 0.393 0.713
## bpldMexico:syuzhet_average -0.016 0.438 0.454 0.821
## bpldNicaragua:syuzhet_average -0.006 0.300 0.311 0.564
## bpldPanama:syuzhet_average -0.004 0.304 0.318 0.574
## bpldParaguay:syuzhet_average 0.001 0.149 0.156 0.284
## bpldPeru:syuzhet_average 0.000 0.364 0.379 0.690
## bpldUruguay:syuzhet_average 0.004 0.178 0.186 0.339
## bpldVenezuela:syuzhet_average 0.001 0.322 0.335 0.611
## bpldCh:_ bpldCl:_ bpCR:_ bpldCb:_ bpDR:_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhet_average
## value
## percent_emp_x
## bpldBelize:syuzhet_average
## bpldBolivia:syuzhet_average
## bpldBrazil:syuzhet_average
## bpldChile:syuzhet_average
## bpldColumbia:syuzhet_average 0.550
## bpldCosta Rica:syuzhet_average 0.371 0.508
## bpldCuba:syuzhet_average 0.509 0.697 0.470
## bpldDominican Republic:syuzhet_average 0.556 0.770 0.516 0.704
## bpldEcuador:syuzhet_average 0.489 0.672 0.452 0.618 0.688
## bpldEl Salvador:syuzhet_average 0.593 0.808 0.546 0.749 0.816
## bpldGuatemala:syuzhet_average 0.577 0.786 0.531 0.729 0.795
## bpldGuyana:syuzhet_average 0.411 0.566 0.381 0.522 0.581
## bpldHonduras:syuzhet_average 0.542 0.742 0.500 0.687 0.750
## bpldMexico:syuzhet_average 0.628 0.852 0.577 0.792 0.857
## bpldNicaragua:syuzhet_average 0.430 0.586 0.396 0.545 0.592
## bpldPanama:syuzhet_average 0.437 0.597 0.405 0.554 0.604
## bpldParaguay:syuzhet_average 0.215 0.295 0.199 0.272 0.299
## bpldPeru:syuzhet_average 0.525 0.718 0.484 0.663 0.729
## bpldUruguay:syuzhet_average 0.257 0.353 0.238 0.325 0.360
## bpldVenezuela:syuzhet_average 0.464 0.636 0.428 0.591 0.642
## bplE:_ bpES:_ bpldGt:_ bpldGy:_ bplH:_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhet_average
## value
## percent_emp_x
## bpldBelize:syuzhet_average
## bpldBolivia:syuzhet_average
## bpldBrazil:syuzhet_average
## bpldChile:syuzhet_average
## bpldColumbia:syuzhet_average
## bpldCosta Rica:syuzhet_average
## bpldCuba:syuzhet_average
## bpldDominican Republic:syuzhet_average
## bpldEcuador:syuzhet_average
## bpldEl Salvador:syuzhet_average 0.717
## bpldGuatemala:syuzhet_average 0.697 0.856
## bpldGuyana:syuzhet_average 0.507 0.602 0.586
## bpldHonduras:syuzhet_average 0.659 0.803 0.779 0.554
## bpldMexico:syuzhet_average 0.755 0.930 0.903 0.634 0.846
## bpldNicaragua:syuzhet_average 0.520 0.636 0.618 0.438 0.581
## bpldPanama:syuzhet_average 0.531 0.643 0.625 0.447 0.590
## bpldParaguay:syuzhet_average 0.262 0.316 0.308 0.221 0.290
## bpldPeru:syuzhet_average 0.639 0.772 0.751 0.538 0.707
## bpldUruguay:syuzhet_average 0.314 0.378 0.367 0.265 0.347
## bpldVenezuela:syuzhet_average 0.564 0.682 0.663 0.475 0.626
## bplM:_ bplN:_ bpldPn:_ bpldPrg:_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhet_average
## value
## percent_emp_x
## bpldBelize:syuzhet_average
## bpldBolivia:syuzhet_average
## bpldBrazil:syuzhet_average
## bpldChile:syuzhet_average
## bpldColumbia:syuzhet_average
## bpldCosta Rica:syuzhet_average
## bpldCuba:syuzhet_average
## bpldDominican Republic:syuzhet_average
## bpldEcuador:syuzhet_average
## bpldEl Salvador:syuzhet_average
## bpldGuatemala:syuzhet_average
## bpldGuyana:syuzhet_average
## bpldHonduras:syuzhet_average
## bpldMexico:syuzhet_average
## bpldNicaragua:syuzhet_average 0.672
## bpldPanama:syuzhet_average 0.680 0.467
## bpldParaguay:syuzhet_average 0.334 0.229 0.234
## bpldPeru:syuzhet_average 0.815 0.560 0.570 0.280
## bpldUruguay:syuzhet_average 0.398 0.274 0.280 0.138
## bpldVenezuela:syuzhet_average 0.720 0.495 0.505 0.248
## bpldPr:s_ bplU:_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhet_average
## value
## percent_emp_x
## bpldBelize:syuzhet_average
## bpldBolivia:syuzhet_average
## bpldBrazil:syuzhet_average
## bpldChile:syuzhet_average
## bpldColumbia:syuzhet_average
## bpldCosta Rica:syuzhet_average
## bpldCuba:syuzhet_average
## bpldDominican Republic:syuzhet_average
## bpldEcuador:syuzhet_average
## bpldEl Salvador:syuzhet_average
## bpldGuatemala:syuzhet_average
## bpldGuyana:syuzhet_average
## bpldHonduras:syuzhet_average
## bpldMexico:syuzhet_average
## bpldNicaragua:syuzhet_average
## bpldPanama:syuzhet_average
## bpldParaguay:syuzhet_average
## bpldPeru:syuzhet_average
## bpldUruguay:syuzhet_average 0.335
## bpldVenezuela:syuzhet_average 0.604 0.297
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -13.9282467 -0.4112310 0.1073807 0.5628375 4.7579186
##
## Number of Observations: 326347
## Number of Groups: 2265.4 Log Wage Model by Birthplace (reference is Mexico)
model5.3<-lme(logwage ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhet_average + value + percent_emp_x + syuzhet_average*bpld,
data = data_final_2465_2, method = "ML", na.action = "na.omit", random = ~1|NAME)
summary(model5.3)## Linear mixed-effects model fit by maximum likelihood
## Data: data_final_2465_2
## AIC BIC logLik
## 1624339 1625012 -812106.3
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.2829924 2.912604
##
## Fixed effects: logwage ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhet_average + value + percent_emp_x + syuzhet_average * bpld
## Value Std.Error DF t-value
## (Intercept) 10.299171 0.6327436 326064 16.27700
## racecat2Black 0.152220 0.0377659 326064 4.03063
## racecat2Indigenous -0.048236 0.0539521 326064 -0.89406
## racecat2Asian 0.161788 0.0600272 326064 2.69525
## racecat2Other -0.039678 0.0112106 326064 -3.53935
## female -0.436708 0.0106110 326064 -41.15599
## maritalmarried 0.079744 0.0187055 326064 4.26313
## maritalseparated -0.118084 0.0308061 326064 -3.83313
## maritalsingle -0.039992 0.0212346 326064 -1.88336
## maritalwidowed -0.051883 0.0476428 326064 -1.08899
## age -0.014249 0.0006129 326064 -23.25035
## citizennaturalized citizen 0.076001 0.0323601 326064 2.34860
## citizennot a citizen -0.351839 0.0326472 326064 -10.77702
## yrsusa1 0.011393 0.0005786 326064 19.68887
## speakengrecode_num -0.059167 0.0043880 326064 -13.48385
## edcatHS -0.795452 0.0148579 326064 -53.53737
## edcatLess than HS -0.915385 0.0175216 326064 -52.24322
## edcatSome Col -0.561047 0.0176744 326064 -31.74353
## bpldBelize -1.086394 0.6458489 326064 -1.68212
## bpldBolivia -0.298184 0.5976280 326064 -0.49895
## bpldBrazil -1.059756 0.3242233 326064 -3.26860
## bpldChile 0.104381 0.4285611 326064 0.24356
## bpldColumbia -0.210745 0.3164361 326064 -0.66600
## bpldCosta Rica -0.158473 0.4644048 326064 -0.34124
## bpldCuba 0.109520 0.3377090 326064 0.32430
## bpldDominican Republic -0.294338 0.3147426 326064 -0.93517
## bpldEcuador -0.183948 0.3646478 326064 -0.50446
## bpldEl Salvador 0.249023 0.2941555 326064 0.84657
## bpldGuatemala 0.572344 0.3030069 326064 1.88888
## bpldGuyana -0.254092 0.4421652 326064 -0.57465
## bpldHonduras -0.087436 0.3181343 326064 -0.27484
## bpldMexico -0.142802 0.2774297 326064 -0.51473
## bpldNicaragua -0.592145 0.4062199 326064 -1.45770
## bpldPanama -0.426623 0.3876220 326064 -1.10062
## bpldParaguay -0.530596 0.8132318 326064 -0.65245
## bpldPeru -0.578468 0.3332558 326064 -1.73581
## bpldUruguay -1.785439 0.6810998 326064 -2.62141
## bpldVenezuela 0.564114 0.3675346 326064 1.53486
## syuzhet_average -0.591891 0.5954369 222 -0.99405
## value 0.000000 0.0000000 222 0.72052
## percent_emp_x 0.011359 0.0072068 222 1.57612
## bpldBelize:syuzhet_average 2.576676 1.2901127 326064 1.99725
## bpldBolivia:syuzhet_average 0.231658 1.2407710 326064 0.18670
## bpldBrazil:syuzhet_average 1.021117 0.6812892 326064 1.49880
## bpldChile:syuzhet_average -0.450916 0.8962147 326064 -0.50313
## bpldColumbia:syuzhet_average 0.411905 0.6569239 326064 0.62702
## bpldCosta Rica:syuzhet_average 0.264209 0.9729757 326064 0.27155
## bpldCuba:syuzhet_average -0.104041 0.7096076 326064 -0.14662
## bpldDominican Republic:syuzhet_average 0.637658 0.6480743 326064 0.98393
## bpldEcuador:syuzhet_average 0.217047 0.7392737 326064 0.29359
## bpldEl Salvador:syuzhet_average -0.426876 0.6084033 326064 -0.70163
## bpldGuatemala:syuzhet_average -1.807716 0.6256122 326064 -2.88952
## bpldGuyana:syuzhet_average 0.782655 0.8780159 326064 0.89139
## bpldHonduras:syuzhet_average 0.113760 0.6657136 326064 0.17088
## bpldMexico:syuzhet_average 0.404165 0.5755544 326064 0.70222
## bpldNicaragua:syuzhet_average 1.256077 0.8401929 326064 1.49499
## bpldPanama:syuzhet_average 1.488428 0.8263103 326064 1.80129
## bpldParaguay:syuzhet_average -0.437296 1.6790407 326064 -0.26044
## bpldPeru:syuzhet_average 1.089162 0.6885913 326064 1.58172
## bpldUruguay:syuzhet_average 3.509561 1.4053478 326064 2.49729
## bpldVenezuela:syuzhet_average -1.235713 0.7787018 326064 -1.58689
## p-value
## (Intercept) 0.0000
## racecat2Black 0.0001
## racecat2Indigenous 0.3713
## racecat2Asian 0.0070
## racecat2Other 0.0004
## female 0.0000
## maritalmarried 0.0000
## maritalseparated 0.0001
## maritalsingle 0.0597
## maritalwidowed 0.2762
## age 0.0000
## citizennaturalized citizen 0.0188
## citizennot a citizen 0.0000
## yrsusa1 0.0000
## speakengrecode_num 0.0000
## edcatHS 0.0000
## edcatLess than HS 0.0000
## edcatSome Col 0.0000
## bpldBelize 0.0925
## bpldBolivia 0.6178
## bpldBrazil 0.0011
## bpldChile 0.8076
## bpldColumbia 0.5054
## bpldCosta Rica 0.7329
## bpldCuba 0.7457
## bpldDominican Republic 0.3497
## bpldEcuador 0.6139
## bpldEl Salvador 0.3972
## bpldGuatemala 0.0589
## bpldGuyana 0.5655
## bpldHonduras 0.7834
## bpldMexico 0.6067
## bpldNicaragua 0.1449
## bpldPanama 0.2711
## bpldParaguay 0.5141
## bpldPeru 0.0826
## bpldUruguay 0.0088
## bpldVenezuela 0.1248
## syuzhet_average 0.3213
## value 0.4720
## percent_emp_x 0.1164
## bpldBelize:syuzhet_average 0.0458
## bpldBolivia:syuzhet_average 0.8519
## bpldBrazil:syuzhet_average 0.1339
## bpldChile:syuzhet_average 0.6149
## bpldColumbia:syuzhet_average 0.5306
## bpldCosta Rica:syuzhet_average 0.7860
## bpldCuba:syuzhet_average 0.8834
## bpldDominican Republic:syuzhet_average 0.3252
## bpldEcuador:syuzhet_average 0.7691
## bpldEl Salvador:syuzhet_average 0.4829
## bpldGuatemala:syuzhet_average 0.0039
## bpldGuyana:syuzhet_average 0.3727
## bpldHonduras:syuzhet_average 0.8643
## bpldMexico:syuzhet_average 0.4825
## bpldNicaragua:syuzhet_average 0.1349
## bpldPanama:syuzhet_average 0.0717
## bpldParaguay:syuzhet_average 0.7945
## bpldPeru:syuzhet_average 0.1137
## bpldUruguay:syuzhet_average 0.0125
## bpldVenezuela:syuzhet_average 0.1125
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O
## racecat2Black 0.003
## racecat2Indigenous 0.003 0.030
## racecat2Asian 0.005 0.202 0.021
## racecat2Other 0.008 0.159 0.087 0.100
## female -0.012 -0.003 0.003 -0.002 0.001
## maritalmarried -0.030 0.011 0.000 -0.002 0.006
## maritalseparated -0.016 0.000 0.000 0.001 -0.007
## maritalsingle -0.032 -0.005 -0.002 -0.002 -0.007
## maritalwidowed -0.007 -0.002 0.002 -0.002 0.000
## age -0.033 -0.009 0.002 0.004 0.018
## citizennaturalized citizen -0.044 -0.015 -0.002 -0.012 -0.020
## citizennot a citizen -0.047 -0.014 -0.001 -0.007 -0.028
## yrsusa1 -0.010 0.003 -0.002 0.003 0.001
## speakengrecode_num -0.010 -0.001 0.000 0.003 -0.012
## edcatHS -0.003 0.011 0.001 0.011 -0.042
## edcatLess than HS 0.001 0.013 -0.003 0.006 -0.048
## edcatSome Col -0.011 0.002 -0.002 0.009 -0.025
## bpldBelize -0.185 0.000 -0.009 -0.007 -0.010
## bpldBolivia -0.200 -0.002 -0.004 -0.007 -0.005
## bpldBrazil -0.360 -0.006 0.000 -0.004 -0.004
## bpldChile -0.278 -0.001 0.001 -0.003 -0.003
## bpldColumbia -0.374 -0.005 0.000 -0.006 -0.007
## bpldCosta Rica -0.253 0.001 0.000 -0.003 -0.006
## bpldCuba -0.351 -0.012 0.000 -0.005 -0.007
## bpldDominican Republic -0.362 -0.021 -0.002 -0.009 -0.014
## bpldEcuador -0.323 -0.003 -0.002 -0.005 -0.004
## bpldEl Salvador -0.414 -0.003 -0.002 -0.007 -0.010
## bpldGuatemala -0.398 -0.004 -0.003 -0.008 -0.010
## bpldGuyana -0.262 -0.055 -0.006 -0.030 -0.015
## bpldHonduras -0.380 -0.005 0.000 -0.006 -0.008
## bpldMexico -0.449 -0.002 -0.002 -0.007 -0.007
## bpldNicaragua -0.299 -0.003 -0.004 -0.006 -0.009
## bpldPanama -0.315 0.002 0.001 -0.001 -0.005
## bpldParaguay -0.145 -0.001 -0.003 -0.005 -0.004
## bpldPeru -0.357 -0.003 -0.002 -0.001 -0.010
## bpldUruguay -0.170 0.000 0.001 -0.002 -0.001
## bpldVenezuela -0.323 -0.002 -0.001 0.000 -0.005
## syuzhet_average -0.427 0.001 0.001 -0.008 0.004
## value 0.008 -0.002 0.000 -0.001 -0.008
## percent_emp_x -0.891 -0.004 -0.004 -0.004 -0.011
## bpldBelize:syuzhet_average 0.188 -0.032 0.007 0.001 0.002
## bpldBolivia:syuzhet_average 0.196 0.002 0.003 0.007 0.002
## bpldBrazil:syuzhet_average 0.351 0.003 0.000 0.001 0.001
## bpldChile:syuzhet_average 0.271 0.001 -0.001 0.004 0.000
## bpldColumbia:syuzhet_average 0.367 0.004 -0.001 0.009 0.002
## bpldCosta Rica:syuzhet_average 0.246 -0.006 -0.001 0.004 0.002
## bpldCuba:syuzhet_average 0.341 0.008 0.000 0.007 0.004
## bpldDominican Republic:syuzhet_average 0.360 0.005 0.000 0.008 -0.001
## bpldEcuador:syuzhet_average 0.325 0.001 0.000 0.007 -0.004
## bpldEl Salvador:syuzhet_average 0.406 0.001 0.000 0.009 -0.001
## bpldGuatemala:syuzhet_average 0.392 0.001 -0.001 0.010 -0.002
## bpldGuyana:syuzhet_average 0.269 0.013 0.003 -0.012 0.002
## bpldHonduras:syuzhet_average 0.369 0.000 -0.002 0.007 -0.002
## bpldMexico:syuzhet_average 0.439 0.000 -0.001 0.009 -0.002
## bpldNicaragua:syuzhet_average 0.294 0.001 0.003 0.007 0.001
## bpldPanama:syuzhet_average 0.301 -0.029 -0.002 -0.007 -0.004
## bpldParaguay:syuzhet_average 0.143 0.001 0.001 0.004 0.002
## bpldPeru:syuzhet_average 0.352 0.001 -0.001 0.001 0.001
## bpldUruguay:syuzhet_average 0.168 0.000 -0.001 0.003 0.001
## bpldVenezuela:syuzhet_average 0.310 -0.001 0.000 -0.001 0.000
## female mrtlmr mrtlsp mrtlsn mrtlwd
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried 0.100
## maritalseparated -0.018 0.523
## maritalsingle 0.072 0.788 0.473
## maritalwidowed -0.037 0.331 0.205 0.280
## age -0.009 0.051 0.017 0.245 -0.046
## citizennaturalized citizen -0.012 -0.004 0.006 0.030 0.003
## citizennot a citizen 0.011 -0.007 -0.006 0.011 -0.002
## yrsusa1 0.016 0.021 0.017 -0.002 0.007
## speakengrecode_num 0.019 -0.004 0.000 0.020 0.008
## edcatHS 0.072 0.004 -0.022 -0.004 -0.012
## edcatLess than HS 0.078 -0.014 -0.030 -0.026 -0.025
## edcatSome Col 0.025 0.021 -0.006 0.004 -0.003
## bpldBelize 0.000 0.000 -0.001 0.000 0.001
## bpldBolivia -0.003 0.000 0.000 0.002 -0.001
## bpldBrazil -0.003 -0.001 -0.001 0.000 -0.002
## bpldChile 0.000 -0.001 -0.003 -0.002 -0.001
## bpldColumbia -0.004 0.001 -0.002 -0.001 -0.001
## bpldCosta Rica -0.003 0.001 0.002 0.003 -0.001
## bpldCuba -0.001 0.001 -0.003 -0.002 -0.002
## bpldDominican Republic -0.002 0.004 -0.003 0.000 -0.001
## bpldEcuador -0.003 -0.002 -0.002 -0.003 -0.002
## bpldEl Salvador -0.002 0.000 -0.003 -0.002 -0.002
## bpldGuatemala 0.001 0.002 -0.002 0.000 -0.002
## bpldGuyana -0.002 0.002 -0.001 0.001 0.000
## bpldHonduras -0.002 0.001 -0.004 -0.002 -0.002
## bpldMexico -0.001 0.000 -0.003 0.000 -0.002
## bpldNicaragua -0.001 0.000 -0.002 -0.001 0.000
## bpldPanama -0.005 0.002 -0.001 0.002 0.000
## bpldParaguay 0.000 -0.001 -0.003 -0.005 -0.003
## bpldPeru -0.004 0.002 -0.002 0.000 -0.002
## bpldUruguay 0.002 -0.002 -0.002 -0.002 0.001
## bpldVenezuela -0.002 -0.001 -0.001 0.000 -0.001
## syuzhet_average -0.001 0.002 -0.001 0.001 0.000
## value 0.000 -0.001 -0.002 -0.005 0.000
## percent_emp_x 0.002 0.000 0.001 -0.003 0.000
## bpldBelize:syuzhet_average -0.002 0.001 0.000 0.000 -0.001
## bpldBolivia:syuzhet_average 0.003 0.000 0.000 -0.001 0.001
## bpldBrazil:syuzhet_average 0.001 0.002 0.001 0.002 0.002
## bpldChile:syuzhet_average 0.000 0.001 0.002 0.001 0.000
## bpldColumbia:syuzhet_average 0.001 0.000 0.002 0.001 0.001
## bpldCosta Rica:syuzhet_average 0.002 0.000 -0.002 -0.001 0.001
## bpldCuba:syuzhet_average 0.001 0.000 0.002 0.001 0.001
## bpldDominican Republic:syuzhet_average -0.001 -0.002 0.001 0.001 0.001
## bpldEcuador:syuzhet_average 0.002 0.003 0.001 0.003 0.002
## bpldEl Salvador:syuzhet_average 0.001 -0.001 0.002 0.000 0.001
## bpldGuatemala:syuzhet_average 0.000 -0.003 0.000 -0.003 0.000
## bpldGuyana:syuzhet_average 0.000 -0.003 0.000 -0.002 -0.001
## bpldHonduras:syuzhet_average 0.000 -0.001 0.002 0.000 0.001
## bpldMexico:syuzhet_average 0.001 -0.002 0.001 -0.001 0.001
## bpldNicaragua:syuzhet_average 0.000 0.001 0.001 0.001 -0.001
## bpldPanama:syuzhet_average 0.002 -0.002 0.001 -0.002 0.000
## bpldParaguay:syuzhet_average -0.001 0.002 0.003 0.005 0.002
## bpldPeru:syuzhet_average 0.002 -0.001 0.001 0.000 0.002
## bpldUruguay:syuzhet_average -0.002 0.003 0.003 0.003 -0.001
## bpldVenezuela:syuzhet_average 0.000 0.000 0.001 0.001 0.000
## age ctznnc ctznac yrsus1 spkng_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen -0.084
## citizennot a citizen -0.079 0.928
## yrsusa1 -0.502 0.043 0.170
## speakengrecode_num -0.085 -0.058 -0.062 0.066
## edcatHS -0.023 -0.017 -0.071 -0.003 -0.094
## edcatLess than HS -0.152 -0.007 -0.085 0.027 -0.052
## edcatSome Col 0.053 -0.017 -0.033 -0.048 -0.033
## bpldBelize 0.003 -0.001 -0.001 -0.003 0.004
## bpldBolivia 0.004 0.002 0.002 0.001 0.001
## bpldBrazil 0.003 0.001 -0.001 0.005 -0.001
## bpldChile -0.001 0.001 0.001 0.001 0.000
## bpldColumbia 0.004 -0.002 -0.001 0.005 -0.001
## bpldCosta Rica 0.004 0.006 0.006 0.003 0.000
## bpldCuba -0.001 0.003 0.002 0.015 -0.006
## bpldDominican Republic 0.006 -0.002 0.000 0.005 -0.006
## bpldEcuador 0.004 0.001 0.002 0.003 0.002
## bpldEl Salvador 0.010 -0.004 -0.006 -0.004 -0.005
## bpldGuatemala 0.014 -0.002 -0.002 -0.002 -0.004
## bpldGuyana 0.001 -0.006 -0.005 -0.004 0.007
## bpldHonduras 0.013 -0.004 -0.005 0.001 -0.001
## bpldMexico 0.012 -0.004 -0.005 -0.004 -0.006
## bpldNicaragua 0.006 -0.005 -0.005 -0.004 0.000
## bpldPanama 0.004 0.043 0.041 -0.009 0.003
## bpldParaguay 0.003 0.003 0.004 -0.002 0.002
## bpldPeru 0.000 0.002 0.003 0.004 0.000
## bpldUruguay 0.000 -0.005 -0.005 0.001 0.001
## bpldVenezuela -0.003 0.004 0.004 0.009 -0.003
## syuzhet_average 0.002 -0.002 -0.002 0.002 0.000
## value -0.003 -0.005 -0.005 -0.002 -0.004
## percent_emp_x 0.004 0.002 0.004 0.005 -0.006
## bpldBelize:syuzhet_average -0.003 0.001 0.002 0.003 0.001
## bpldBolivia:syuzhet_average -0.003 -0.002 -0.002 0.000 -0.003
## bpldBrazil:syuzhet_average -0.003 0.001 0.003 0.000 0.001
## bpldChile:syuzhet_average 0.001 0.000 0.000 -0.002 0.000
## bpldColumbia:syuzhet_average -0.004 0.002 0.003 -0.002 -0.002
## bpldCosta Rica:syuzhet_average -0.002 -0.003 -0.003 -0.004 -0.001
## bpldCuba:syuzhet_average 0.000 -0.003 -0.002 -0.015 0.004
## bpldDominican Republic:syuzhet_average -0.004 0.003 0.002 -0.002 0.003
## bpldEcuador:syuzhet_average -0.001 -0.001 -0.002 -0.003 -0.005
## bpldEl Salvador:syuzhet_average -0.005 0.003 0.004 0.001 0.000
## bpldGuatemala:syuzhet_average -0.006 0.001 0.002 0.001 -0.001
## bpldGuyana:syuzhet_average -0.004 0.005 0.006 0.007 0.004
## bpldHonduras:syuzhet_average -0.006 0.004 0.004 -0.001 -0.003
## bpldMexico:syuzhet_average -0.003 0.003 0.003 -0.002 0.001
## bpldNicaragua:syuzhet_average -0.003 0.004 0.005 0.002 -0.003
## bpldPanama:syuzhet_average -0.003 -0.021 -0.020 0.002 -0.002
## bpldParaguay:syuzhet_average -0.002 -0.002 -0.003 0.002 -0.002
## bpldPeru:syuzhet_average -0.001 -0.002 -0.001 0.000 -0.004
## bpldUruguay:syuzhet_average 0.000 0.005 0.005 -0.001 -0.002
## bpldVenezuela:syuzhet_average 0.003 -0.001 -0.001 -0.003 0.001
## edctHS edLtHS edctSC bpldBlz bpldBlv
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS 0.650
## edcatSome Col 0.546 0.471
## bpldBelize -0.001 -0.002 -0.001
## bpldBolivia 0.000 -0.001 -0.003 0.195
## bpldBrazil -0.005 -0.004 -0.004 0.358 0.388
## bpldChile -0.003 -0.001 -0.002 0.272 0.293
## bpldColumbia 0.004 0.002 0.002 0.368 0.398
## bpldCosta Rica 0.000 -0.001 -0.002 0.251 0.272
## bpldCuba -0.009 -0.005 -0.006 0.346 0.374
## bpldDominican Republic -0.015 -0.013 -0.012 0.367 0.400
## bpldEcuador -0.001 -0.002 -0.002 0.319 0.346
## bpldEl Salvador -0.022 -0.023 -0.012 0.398 0.429
## bpldGuatemala -0.018 -0.022 -0.011 0.386 0.416
## bpldGuyana -0.001 0.000 0.000 0.263 0.285
## bpldHonduras -0.019 -0.022 -0.010 0.367 0.396
## bpldMexico -0.021 -0.021 -0.012 0.422 0.454
## bpldNicaragua -0.008 -0.007 -0.005 0.288 0.311
## bpldPanama -0.010 -0.008 -0.008 0.301 0.327
## bpldParaguay 0.001 0.000 0.000 0.143 0.155
## bpldPeru 0.000 0.000 -0.001 0.349 0.378
## bpldUruguay -0.003 -0.001 -0.002 0.171 0.185
## bpldVenezuela 0.006 0.005 0.005 0.317 0.343
## syuzhet_average -0.004 -0.002 -0.003 0.398 0.431
## value 0.000 0.002 0.001 0.001 0.000
## percent_emp_x 0.000 0.002 0.005 0.001 0.001
## bpldBelize:syuzhet_average -0.003 -0.001 -0.002 -0.985 -0.199
## bpldBolivia:syuzhet_average -0.003 -0.001 -0.001 -0.192 -0.988
## bpldBrazil:syuzhet_average 0.004 0.004 0.004 -0.347 -0.376
## bpldChile:syuzhet_average 0.002 0.001 0.002 -0.265 -0.286
## bpldColumbia:syuzhet_average -0.006 -0.004 -0.005 -0.360 -0.391
## bpldCosta Rica:syuzhet_average -0.005 -0.003 -0.002 -0.244 -0.264
## bpldCuba:syuzhet_average 0.002 0.001 0.003 -0.335 -0.362
## bpldDominican Republic:syuzhet_average 0.005 0.003 0.005 -0.363 -0.396
## bpldEcuador:syuzhet_average -0.006 -0.005 -0.003 -0.320 -0.347
## bpldEl Salvador:syuzhet_average 0.005 0.005 0.004 -0.392 -0.422
## bpldGuatemala:syuzhet_average 0.003 0.003 0.003 -0.381 -0.411
## bpldGuyana:syuzhet_average -0.007 -0.006 -0.004 -0.269 -0.292
## bpldHonduras:syuzhet_average 0.005 0.005 0.002 -0.357 -0.386
## bpldMexico:syuzhet_average 0.003 0.001 0.003 -0.414 -0.446
## bpldNicaragua:syuzhet_average 0.001 0.000 0.000 -0.284 -0.306
## bpldPanama:syuzhet_average 0.007 0.005 0.005 -0.287 -0.313
## bpldParaguay:syuzhet_average -0.002 -0.001 -0.001 -0.141 -0.153
## bpldPeru:syuzhet_average -0.004 -0.002 -0.003 -0.344 -0.373
## bpldUruguay:syuzhet_average 0.000 -0.001 0.000 -0.169 -0.183
## bpldVenezuela:syuzhet_average -0.001 -0.002 -0.001 -0.305 -0.330
## bpldBr bpldCh bpldCl bpldCR bpldCb
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile 0.541
## bpldColumbia 0.736 0.554
## bpldCosta Rica 0.500 0.378 0.513
## bpldCuba 0.687 0.520 0.707 0.481
## bpldDominican Republic 0.747 0.557 0.764 0.517 0.708
## bpldEcuador 0.638 0.482 0.656 0.446 0.612
## bpldEl Salvador 0.787 0.596 0.808 0.550 0.758
## bpldGuatemala 0.765 0.579 0.784 0.534 0.736
## bpldGuyana 0.526 0.397 0.542 0.368 0.507
## bpldHonduras 0.728 0.551 0.749 0.510 0.703
## bpldMexico 0.832 0.633 0.854 0.583 0.803
## bpldNicaragua 0.569 0.432 0.585 0.399 0.550
## bpldPanama 0.597 0.453 0.614 0.420 0.577
## bpldParaguay 0.286 0.216 0.293 0.200 0.274
## bpldPeru 0.696 0.527 0.715 0.487 0.669
## bpldUruguay 0.342 0.257 0.351 0.239 0.328
## bpldVenezuela 0.632 0.477 0.649 0.441 0.611
## syuzhet_average 0.791 0.602 0.810 0.554 0.762
## value -0.001 -0.001 0.003 0.001 0.003
## percent_emp_x -0.006 0.001 -0.001 -0.004 -0.002
## bpldBelize:syuzhet_average -0.365 -0.277 -0.374 -0.256 -0.352
## bpldBolivia:syuzhet_average -0.380 -0.288 -0.391 -0.267 -0.366
## bpldBrazil:syuzhet_average -0.981 -0.525 -0.713 -0.484 -0.666
## bpldChile:syuzhet_average -0.527 -0.978 -0.540 -0.368 -0.506
## bpldColumbia:syuzhet_average -0.722 -0.544 -0.983 -0.503 -0.693
## bpldCosta Rica:syuzhet_average -0.486 -0.368 -0.499 -0.981 -0.467
## bpldCuba:syuzhet_average -0.666 -0.504 -0.685 -0.466 -0.983
## bpldDominican Republic:syuzhet_average -0.738 -0.551 -0.756 -0.511 -0.700
## bpldEcuador:syuzhet_average -0.641 -0.484 -0.659 -0.448 -0.615
## bpldEl Salvador:syuzhet_average -0.774 -0.587 -0.795 -0.541 -0.746
## bpldGuatemala:syuzhet_average -0.754 -0.571 -0.773 -0.527 -0.725
## bpldGuyana:syuzhet_average -0.540 -0.407 -0.556 -0.378 -0.520
## bpldHonduras:syuzhet_average -0.709 -0.537 -0.729 -0.496 -0.684
## bpldMexico:syuzhet_average -0.817 -0.621 -0.838 -0.572 -0.788
## bpldNicaragua:syuzhet_average -0.561 -0.425 -0.576 -0.393 -0.542
## bpldPanama:syuzhet_average -0.571 -0.433 -0.587 -0.401 -0.551
## bpldParaguay:syuzhet_average -0.282 -0.213 -0.289 -0.197 -0.270
## bpldPeru:syuzhet_average -0.686 -0.519 -0.705 -0.480 -0.660
## bpldUruguay:syuzhet_average -0.337 -0.254 -0.346 -0.236 -0.324
## bpldVenezuela:syuzhet_average -0.608 -0.459 -0.624 -0.424 -0.587
## bpldDR bpldEc bpldES bpldGt bpldGy
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador 0.666
## bpldEl Salvador 0.809 0.699
## bpldGuatemala 0.788 0.679 0.850
## bpldGuyana 0.551 0.473 0.576 0.560
## bpldHonduras 0.752 0.649 0.809 0.784 0.535
## bpldMexico 0.853 0.740 0.927 0.899 0.609
## bpldNicaragua 0.587 0.507 0.633 0.614 0.419
## bpldPanama 0.616 0.534 0.660 0.641 0.441
## bpldParaguay 0.295 0.255 0.314 0.305 0.210
## bpldPeru 0.720 0.621 0.767 0.745 0.512
## bpldUruguay 0.354 0.305 0.375 0.364 0.252
## bpldVenezuela 0.651 0.562 0.696 0.675 0.464
## syuzhet_average 0.812 0.703 0.874 0.850 0.580
## value 0.004 0.002 0.000 0.002 0.003
## percent_emp_x -0.015 -0.002 0.012 0.006 -0.007
## bpldBelize:syuzhet_average -0.374 -0.325 -0.406 -0.394 -0.266
## bpldBolivia:syuzhet_average -0.393 -0.339 -0.421 -0.408 -0.280
## bpldBrazil:syuzhet_average -0.723 -0.618 -0.762 -0.741 -0.510
## bpldChile:syuzhet_average -0.543 -0.469 -0.581 -0.564 -0.387
## bpldColumbia:syuzhet_average -0.750 -0.644 -0.792 -0.769 -0.532
## bpldCosta Rica:syuzhet_average -0.502 -0.434 -0.534 -0.519 -0.358
## bpldCuba:syuzhet_average -0.686 -0.593 -0.734 -0.713 -0.491
## bpldDominican Republic:syuzhet_average -0.983 -0.659 -0.800 -0.779 -0.546
## bpldEcuador:syuzhet_average -0.670 -0.985 -0.702 -0.682 -0.476
## bpldEl Salvador:syuzhet_average -0.796 -0.688 -0.982 -0.836 -0.567
## bpldGuatemala:syuzhet_average -0.776 -0.670 -0.838 -0.982 -0.552
## bpldGuyana:syuzhet_average -0.566 -0.485 -0.590 -0.573 -0.987
## bpldHonduras:syuzhet_average -0.732 -0.632 -0.786 -0.762 -0.521
## bpldMexico:syuzhet_average -0.837 -0.726 -0.910 -0.882 -0.597
## bpldNicaragua:syuzhet_average -0.577 -0.499 -0.623 -0.604 -0.412
## bpldPanama:syuzhet_average -0.589 -0.510 -0.630 -0.612 -0.419
## bpldParaguay:syuzhet_average -0.291 -0.252 -0.309 -0.301 -0.208
## bpldPeru:syuzhet_average -0.710 -0.612 -0.756 -0.734 -0.505
## bpldUruguay:syuzhet_average -0.350 -0.301 -0.370 -0.359 -0.249
## bpldVenezuela:syuzhet_average -0.626 -0.541 -0.669 -0.649 -0.446
## bpldHn bpldMx bpldNc bpldPn bpldPrg
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico 0.855
## bpldNicaragua 0.585 0.670
## bpldPanama 0.612 0.700 0.479
## bpldParaguay 0.291 0.333 0.227 0.239
## bpldPeru 0.710 0.813 0.556 0.584 0.278
## bpldUruguay 0.348 0.396 0.272 0.286 0.136
## bpldVenezuela 0.646 0.737 0.505 0.530 0.252
## syuzhet_average 0.809 0.932 0.634 0.670 0.316
## value 0.003 0.001 0.001 0.003 0.000
## percent_emp_x 0.006 0.021 0.007 0.004 -0.001
## bpldBelize:syuzhet_average -0.374 -0.430 -0.293 -0.306 -0.146
## bpldBolivia:syuzhet_average -0.389 -0.446 -0.305 -0.321 -0.152
## bpldBrazil:syuzhet_average -0.706 -0.807 -0.552 -0.579 -0.277
## bpldChile:syuzhet_average -0.537 -0.616 -0.421 -0.441 -0.211
## bpldColumbia:syuzhet_average -0.735 -0.838 -0.574 -0.603 -0.288
## bpldCosta Rica:syuzhet_average -0.495 -0.566 -0.388 -0.408 -0.194
## bpldCuba:syuzhet_average -0.681 -0.778 -0.533 -0.559 -0.266
## bpldDominican Republic:syuzhet_average -0.744 -0.843 -0.580 -0.610 -0.292
## bpldEcuador:syuzhet_average -0.652 -0.743 -0.509 -0.536 -0.256
## bpldEl Salvador:syuzhet_average -0.796 -0.913 -0.623 -0.649 -0.309
## bpldGuatemala:syuzhet_average -0.772 -0.886 -0.605 -0.632 -0.301
## bpldGuyana:syuzhet_average -0.549 -0.624 -0.429 -0.452 -0.216
## bpldHonduras:syuzhet_average -0.981 -0.832 -0.569 -0.595 -0.283
## bpldMexico:syuzhet_average -0.839 -0.981 -0.658 -0.687 -0.326
## bpldNicaragua:syuzhet_average -0.575 -0.660 -0.983 -0.472 -0.224
## bpldPanama:syuzhet_average -0.585 -0.669 -0.458 -0.977 -0.229
## bpldParaguay:syuzhet_average -0.287 -0.328 -0.224 -0.236 -0.981
## bpldPeru:syuzhet_average -0.700 -0.801 -0.548 -0.575 -0.274
## bpldUruguay:syuzhet_average -0.344 -0.391 -0.268 -0.282 -0.135
## bpldVenezuela:syuzhet_average -0.621 -0.708 -0.485 -0.510 -0.242
## bpldPer bpldUr bpldVn syzht_ value
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay 0.332
## bpldVenezuela 0.614 0.302
## syuzhet_average 0.771 0.376 0.700
## value 0.002 0.002 0.001 -0.038
## percent_emp_x 0.000 -0.005 -0.001 -0.013 -0.017
## bpldBelize:syuzhet_average -0.356 -0.174 -0.323 -0.421 -0.001
## bpldBolivia:syuzhet_average -0.371 -0.182 -0.336 -0.439 -0.001
## bpldBrazil:syuzhet_average -0.675 -0.331 -0.613 -0.795 0.001
## bpldChile:syuzhet_average -0.513 -0.251 -0.465 -0.608 0.001
## bpldColumbia:syuzhet_average -0.702 -0.344 -0.637 -0.824 -0.003
## bpldCosta Rica:syuzhet_average -0.473 -0.232 -0.429 -0.559 -0.001
## bpldCuba:syuzhet_average -0.649 -0.318 -0.592 -0.767 -0.003
## bpldDominican Republic:syuzhet_average -0.713 -0.351 -0.644 -0.832 -0.005
## bpldEcuador:syuzhet_average -0.624 -0.307 -0.565 -0.732 -0.003
## bpldEl Salvador:syuzhet_average -0.755 -0.369 -0.685 -0.893 0.000
## bpldGuatemala:syuzhet_average -0.735 -0.359 -0.665 -0.870 -0.001
## bpldGuyana:syuzhet_average -0.526 -0.259 -0.477 -0.617 -0.003
## bpldHonduras:syuzhet_average -0.691 -0.339 -0.628 -0.817 -0.002
## bpldMexico:syuzhet_average -0.798 -0.389 -0.723 -0.950 0.000
## bpldNicaragua:syuzhet_average -0.547 -0.268 -0.497 -0.648 -0.001
## bpldPanama:syuzhet_average -0.557 -0.273 -0.507 -0.664 -0.002
## bpldParaguay:syuzhet_average -0.274 -0.134 -0.249 -0.323 0.000
## bpldPeru:syuzhet_average -0.983 -0.327 -0.606 -0.788 -0.002
## bpldUruguay:syuzhet_average -0.328 -0.986 -0.298 -0.385 -0.002
## bpldVenezuela:syuzhet_average -0.591 -0.290 -0.982 -0.699 -0.001
## prcn__ bpldBlz:_ bpldBlv:_ bpldBr:_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhet_average
## value
## percent_emp_x
## bpldBelize:syuzhet_average -0.001
## bpldBolivia:syuzhet_average 0.000 0.203
## bpldBrazil:syuzhet_average 0.003 0.367 0.383
## bpldChile:syuzhet_average 0.000 0.280 0.291 0.530
## bpldColumbia:syuzhet_average 0.001 0.381 0.398 0.726
## bpldCosta Rica:syuzhet_average 0.003 0.258 0.269 0.489
## bpldCuba:syuzhet_average 0.001 0.354 0.369 0.670
## bpldDominican Republic:syuzhet_average 0.013 0.384 0.403 0.741
## bpldEcuador:syuzhet_average 0.002 0.338 0.353 0.645
## bpldEl Salvador:syuzhet_average -0.010 0.415 0.430 0.778
## bpldGuatemala:syuzhet_average -0.005 0.403 0.418 0.758
## bpldGuyana:syuzhet_average 0.006 0.284 0.297 0.543
## bpldHonduras:syuzhet_average -0.005 0.378 0.393 0.713
## bpldMexico:syuzhet_average -0.018 0.438 0.454 0.821
## bpldNicaragua:syuzhet_average -0.006 0.300 0.311 0.564
## bpldPanama:syuzhet_average -0.004 0.304 0.318 0.574
## bpldParaguay:syuzhet_average 0.001 0.149 0.156 0.284
## bpldPeru:syuzhet_average 0.000 0.364 0.379 0.690
## bpldUruguay:syuzhet_average 0.004 0.178 0.186 0.339
## bpldVenezuela:syuzhet_average 0.002 0.322 0.335 0.612
## bpldCh:_ bpldCl:_ bpCR:_ bpldCb:_ bpDR:_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhet_average
## value
## percent_emp_x
## bpldBelize:syuzhet_average
## bpldBolivia:syuzhet_average
## bpldBrazil:syuzhet_average
## bpldChile:syuzhet_average
## bpldColumbia:syuzhet_average 0.550
## bpldCosta Rica:syuzhet_average 0.371 0.508
## bpldCuba:syuzhet_average 0.509 0.697 0.470
## bpldDominican Republic:syuzhet_average 0.557 0.770 0.516 0.704
## bpldEcuador:syuzhet_average 0.489 0.672 0.452 0.618 0.688
## bpldEl Salvador:syuzhet_average 0.593 0.809 0.546 0.750 0.816
## bpldGuatemala:syuzhet_average 0.577 0.786 0.531 0.729 0.796
## bpldGuyana:syuzhet_average 0.411 0.567 0.381 0.522 0.582
## bpldHonduras:syuzhet_average 0.542 0.742 0.500 0.687 0.751
## bpldMexico:syuzhet_average 0.628 0.853 0.577 0.792 0.858
## bpldNicaragua:syuzhet_average 0.430 0.586 0.396 0.545 0.592
## bpldPanama:syuzhet_average 0.438 0.598 0.405 0.554 0.605
## bpldParaguay:syuzhet_average 0.215 0.295 0.199 0.272 0.299
## bpldPeru:syuzhet_average 0.525 0.718 0.484 0.663 0.729
## bpldUruguay:syuzhet_average 0.257 0.353 0.238 0.325 0.360
## bpldVenezuela:syuzhet_average 0.464 0.636 0.428 0.591 0.643
## bplE:_ bpES:_ bpldGt:_ bpldGy:_ bplH:_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhet_average
## value
## percent_emp_x
## bpldBelize:syuzhet_average
## bpldBolivia:syuzhet_average
## bpldBrazil:syuzhet_average
## bpldChile:syuzhet_average
## bpldColumbia:syuzhet_average
## bpldCosta Rica:syuzhet_average
## bpldCuba:syuzhet_average
## bpldDominican Republic:syuzhet_average
## bpldEcuador:syuzhet_average
## bpldEl Salvador:syuzhet_average 0.717
## bpldGuatemala:syuzhet_average 0.697 0.856
## bpldGuyana:syuzhet_average 0.507 0.602 0.586
## bpldHonduras:syuzhet_average 0.659 0.803 0.779 0.554
## bpldMexico:syuzhet_average 0.756 0.930 0.903 0.634 0.847
## bpldNicaragua:syuzhet_average 0.520 0.636 0.618 0.438 0.581
## bpldPanama:syuzhet_average 0.531 0.643 0.626 0.447 0.590
## bpldParaguay:syuzhet_average 0.262 0.316 0.308 0.221 0.290
## bpldPeru:syuzhet_average 0.639 0.772 0.751 0.538 0.707
## bpldUruguay:syuzhet_average 0.314 0.378 0.367 0.265 0.347
## bpldVenezuela:syuzhet_average 0.564 0.683 0.663 0.475 0.626
## bplM:_ bplN:_ bpldPn:_ bpldPrg:_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhet_average
## value
## percent_emp_x
## bpldBelize:syuzhet_average
## bpldBolivia:syuzhet_average
## bpldBrazil:syuzhet_average
## bpldChile:syuzhet_average
## bpldColumbia:syuzhet_average
## bpldCosta Rica:syuzhet_average
## bpldCuba:syuzhet_average
## bpldDominican Republic:syuzhet_average
## bpldEcuador:syuzhet_average
## bpldEl Salvador:syuzhet_average
## bpldGuatemala:syuzhet_average
## bpldGuyana:syuzhet_average
## bpldHonduras:syuzhet_average
## bpldMexico:syuzhet_average
## bpldNicaragua:syuzhet_average 0.672
## bpldPanama:syuzhet_average 0.681 0.467
## bpldParaguay:syuzhet_average 0.334 0.229 0.234
## bpldPeru:syuzhet_average 0.815 0.560 0.570 0.280
## bpldUruguay:syuzhet_average 0.398 0.274 0.280 0.138
## bpldVenezuela:syuzhet_average 0.721 0.495 0.506 0.248
## bpldPr:s_ bplU:_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay
## bpldVenezuela
## syuzhet_average
## value
## percent_emp_x
## bpldBelize:syuzhet_average
## bpldBolivia:syuzhet_average
## bpldBrazil:syuzhet_average
## bpldChile:syuzhet_average
## bpldColumbia:syuzhet_average
## bpldCosta Rica:syuzhet_average
## bpldCuba:syuzhet_average
## bpldDominican Republic:syuzhet_average
## bpldEcuador:syuzhet_average
## bpldEl Salvador:syuzhet_average
## bpldGuatemala:syuzhet_average
## bpldGuyana:syuzhet_average
## bpldHonduras:syuzhet_average
## bpldMexico:syuzhet_average
## bpldNicaragua:syuzhet_average
## bpldPanama:syuzhet_average
## bpldParaguay:syuzhet_average
## bpldPeru:syuzhet_average
## bpldUruguay:syuzhet_average 0.335
## bpldVenezuela:syuzhet_average 0.604 0.297
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -3.95163709 0.07439549 0.29376253 0.45976132 1.66130357
##
## Number of Observations: 326347
## Number of Groups: 2265.5 Log Income Model by Gender (reference is male)
model5.3<-lme(logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhet_average + value + percent_emp_x + syuzhet_average*female,
data = data_final_2465_2, method = "ML", na.action = "na.omit", random = ~1|NAME)
summary(model5.3)## Linear mixed-effects model fit by maximum likelihood
## Data: data_final_2465_2
## AIC BIC logLik
## 799111.8 799582.4 -399511.9
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.09424384 0.8225828
##
## Fixed effects: logincome ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhet_average + value + percent_emp_x + syuzhet_average * female
## Value Std.Error DF t-value p-value
## (Intercept) 10.614419 0.18202280 326083 58.31368 0.0000
## racecat2Black -0.004706 0.01064704 326083 -0.44202 0.6585
## racecat2Indigenous -0.074207 0.01523665 326083 -4.87030 0.0000
## racecat2Asian 0.025785 0.01694197 326083 1.52198 0.1280
## racecat2Other -0.042639 0.00316644 326083 -13.46587 0.0000
## female -0.681942 0.01456631 326083 -46.81636 0.0000
## maritalmarried -0.003435 0.00528243 326083 -0.65021 0.5156
## maritalseparated -0.085812 0.00869999 326083 -9.86341 0.0000
## maritalsingle -0.183444 0.00599666 326083 -30.59096 0.0000
## maritalwidowed -0.079911 0.01345495 326083 -5.93916 0.0000
## age 0.004278 0.00017307 326083 24.72078 0.0000
## citizennaturalized citizen 0.100249 0.00913337 326083 10.97615 0.0000
## citizennot a citizen -0.081871 0.00921500 326083 -8.88454 0.0000
## yrsusa1 0.009490 0.00016336 326083 58.09352 0.0000
## speakengrecode_num -0.015445 0.00123909 326083 -12.46455 0.0000
## edcatHS -0.474201 0.00419437 326083 -113.05631 0.0000
## edcatLess than HS -0.587016 0.00494742 326083 -118.65085 0.0000
## edcatSome Col -0.372310 0.00499039 326083 -74.60532 0.0000
## bpldBelize -0.127641 0.03154691 326083 -4.04608 0.0001
## bpldBolivia -0.285963 0.02555181 326083 -11.19151 0.0000
## bpldBrazil -0.062159 0.01747344 326083 -3.55736 0.0004
## bpldChile -0.210023 0.02496825 326083 -8.41159 0.0000
## bpldColumbia -0.226774 0.01660664 326083 -13.65559 0.0000
## bpldCosta Rica -0.188451 0.02565862 326083 -7.34456 0.0000
## bpldCuba -0.233539 0.01759718 326083 -13.27140 0.0000
## bpldDominican Republic -0.310030 0.01626793 326083 -19.05771 0.0000
## bpldEcuador -0.243237 0.01738543 326083 -13.99084 0.0000
## bpldEl Salvador -0.235636 0.01576037 326083 -14.95119 0.0000
## bpldGuatemala -0.270807 0.01631622 326083 -16.59741 0.0000
## bpldGuyana -0.137602 0.01958297 326083 -7.02659 0.0000
## bpldHonduras -0.237713 0.01723113 326083 -13.79554 0.0000
## bpldMexico -0.249847 0.01512387 326083 -16.52003 0.0000
## bpldNicaragua -0.212910 0.02135762 326083 -9.96879 0.0000
## bpldPanama -0.143279 0.02302605 326083 -6.22245 0.0000
## bpldParaguay -0.232935 0.04407658 326083 -5.28477 0.0000
## bpldPeru -0.248618 0.01740565 326083 -14.28378 0.0000
## bpldUruguay -0.097683 0.03248954 326083 -3.00659 0.0026
## bpldVenezuela -0.182318 0.01963209 326083 -9.28675 0.0000
## syuzhet_average -0.200525 0.05883477 222 -3.40828 0.0008
## value 0.000000 0.00000000 222 3.27018 0.0012
## percent_emp_x 0.002816 0.00230001 222 1.22427 0.2221
## female:syuzhet_average 0.437358 0.03043901 326083 14.36833 0.0000
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female mrtlmr
## racecat2Black 0.003
## racecat2Indigenous 0.003 0.030
## racecat2Asian 0.001 0.202 0.021
## racecat2Other 0.009 0.159 0.087 0.100
## female -0.031 0.002 0.001 0.001 0.000
## maritalmarried -0.028 0.011 0.000 -0.002 0.006 0.020
## maritalseparated -0.016 0.000 0.000 0.001 -0.007 -0.005 0.523
## maritalsingle -0.030 -0.005 -0.002 -0.002 -0.007 0.016 0.788
## maritalwidowed -0.007 -0.002 0.002 -0.002 0.000 -0.007 0.331
## age -0.031 -0.009 0.002 0.004 0.018 -0.002 0.051
## citizennaturalized citizen -0.045 -0.016 -0.002 -0.013 -0.020 0.001 -0.004
## citizennot a citizen -0.048 -0.015 -0.001 -0.008 -0.028 0.004 -0.007
## yrsusa1 -0.009 0.004 -0.002 0.003 0.001 0.004 0.021
## speakengrecode_num -0.010 -0.001 0.000 0.003 -0.012 0.005 -0.004
## edcatHS -0.005 0.011 0.001 0.011 -0.041 0.015 0.004
## edcatLess than HS 0.000 0.013 -0.003 0.006 -0.048 0.019 -0.014
## edcatSome Col -0.013 0.003 -0.002 0.009 -0.025 0.002 0.021
## bpldBelize -0.041 -0.185 -0.015 -0.036 -0.045 0.004 0.005
## bpldBolivia -0.048 -0.001 -0.012 0.003 -0.020 -0.002 0.002
## bpldBrazil -0.057 -0.017 -0.001 -0.011 -0.018 -0.003 0.003
## bpldChile -0.048 0.000 -0.002 0.007 -0.013 0.000 0.001
## bpldColumbia -0.068 -0.009 -0.004 0.013 -0.028 -0.005 0.005
## bpldCosta Rica -0.043 -0.023 -0.002 0.002 -0.020 -0.004 0.004
## bpldCuba -0.063 -0.026 0.000 0.007 -0.014 -0.002 0.005
## bpldDominican Republic -0.065 -0.086 -0.010 -0.006 -0.081 -0.001 0.010
## bpldEcuador -0.064 -0.008 -0.010 0.009 -0.049 -0.005 0.002
## bpldEl Salvador -0.084 -0.010 -0.011 0.010 -0.060 -0.001 -0.003
## bpldGuatemala -0.079 -0.013 -0.022 0.006 -0.060 0.000 -0.004
## bpldGuyana -0.055 -0.264 -0.017 -0.272 -0.079 0.000 -0.006
## bpldHonduras -0.073 -0.024 -0.011 0.007 -0.052 -0.002 0.001
## bpldMexico -0.096 -0.010 -0.013 0.013 -0.049 -0.001 -0.007
## bpldNicaragua -0.059 -0.015 -0.008 0.005 -0.044 0.000 0.003
## bpldPanama -0.057 -0.120 -0.006 -0.034 -0.042 -0.010 0.002
## bpldParaguay -0.025 -0.002 -0.006 -0.007 -0.009 -0.001 0.001
## bpldPeru -0.068 -0.010 -0.017 -0.001 -0.049 -0.003 0.005
## bpldUruguay -0.034 0.002 0.001 0.008 0.000 0.001 0.005
## bpldVenezuela -0.061 -0.015 -0.006 -0.004 -0.026 -0.005 -0.001
## syuzhet_average -0.055 0.003 0.001 0.000 0.006 0.204 0.001
## value -0.002 -0.002 0.000 -0.001 -0.006 0.002 -0.001
## percent_emp_x -0.985 -0.004 -0.004 -0.002 -0.010 -0.002 0.000
## female:syuzhet_average 0.030 -0.003 0.000 -0.001 0.000 -0.979 0.001
## mrtlsp mrtlsn mrtlwd age ctznnc ctznac yrsus1
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle 0.473
## maritalwidowed 0.205 0.280
## age 0.017 0.245 -0.046
## citizennaturalized citizen 0.006 0.030 0.003 -0.084
## citizennot a citizen -0.007 0.011 -0.002 -0.079 0.928
## yrsusa1 0.017 -0.002 0.008 -0.502 0.043 0.170
## speakengrecode_num 0.000 0.020 0.008 -0.085 -0.059 -0.062 0.066
## edcatHS -0.022 -0.004 -0.012 -0.023 -0.017 -0.071 -0.003
## edcatLess than HS -0.030 -0.026 -0.025 -0.152 -0.007 -0.085 0.027
## edcatSome Col -0.006 0.004 -0.003 0.053 -0.017 -0.033 -0.048
## bpldBelize -0.001 0.001 -0.001 -0.001 0.002 0.003 -0.004
## bpldBolivia -0.001 0.001 -0.001 0.005 0.003 0.006 0.002
## bpldBrazil 0.003 0.009 0.000 0.005 0.014 0.011 0.028
## bpldChile -0.003 -0.003 -0.003 0.001 0.007 0.006 -0.004
## bpldColumbia -0.003 0.001 -0.002 0.000 -0.002 0.007 0.016
## bpldCosta Rica 0.001 0.006 0.000 0.012 0.017 0.017 -0.005
## bpldCuba -0.004 -0.002 -0.002 -0.005 -0.001 0.000 0.002
## bpldDominican Republic -0.008 0.005 -0.001 0.014 0.003 0.013 0.015
## bpldEcuador -0.004 0.000 -0.001 0.016 -0.002 0.002 0.001
## bpldEl Salvador -0.008 -0.012 -0.005 0.030 -0.006 -0.008 -0.012
## bpldGuatemala -0.009 -0.012 -0.007 0.042 -0.002 -0.005 -0.007
## bpldGuyana -0.004 -0.005 -0.006 -0.014 -0.006 0.009 0.018
## bpldHonduras -0.007 -0.011 -0.006 0.034 -0.001 -0.007 -0.001
## bpldMexico -0.010 -0.008 -0.007 0.046 -0.002 -0.011 -0.034
## bpldNicaragua -0.004 -0.002 -0.003 0.015 -0.005 -0.001 -0.012
## bpldPanama -0.001 0.000 -0.001 0.006 0.109 0.106 -0.035
## bpldParaguay 0.000 0.000 -0.003 0.009 0.006 0.007 -0.001
## bpldPeru -0.001 0.000 -0.002 -0.008 0.000 0.006 0.020
## bpldUruguay 0.003 0.005 0.000 -0.003 0.002 0.001 0.001
## bpldVenezuela -0.001 0.002 -0.002 0.001 0.016 0.016 0.029
## syuzhet_average 0.000 0.001 0.002 -0.002 0.002 0.000 0.000
## value -0.002 -0.004 0.000 -0.003 -0.004 -0.004 -0.002
## percent_emp_x 0.001 -0.004 0.000 0.003 0.003 0.004 0.004
## female:syuzhet_average 0.001 -0.001 0.000 0.000 -0.004 -0.002 -0.001
## spkng_ edctHS edLtHS edctSC bpldBlz bpldBlv bpldBr
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS -0.095
## edcatLess than HS -0.052 0.649
## edcatSome Col -0.033 0.546 0.471
## bpldBelize 0.030 -0.023 -0.018 -0.018
## bpldBolivia -0.009 -0.017 -0.015 -0.022 0.268
## bpldBrazil -0.004 -0.004 -0.003 -0.001 0.394 0.483
## bpldChile 0.001 -0.001 0.000 -0.003 0.275 0.340 0.496
## bpldColumbia -0.017 -0.014 -0.013 -0.012 0.415 0.510 0.750
## bpldCosta Rica -0.002 -0.024 -0.022 -0.019 0.272 0.330 0.485
## bpldCuba -0.012 -0.035 -0.022 -0.017 0.396 0.479 0.705
## bpldDominican Republic -0.017 -0.054 -0.051 -0.039 0.437 0.521 0.772
## bpldEcuador -0.022 -0.043 -0.045 -0.033 0.396 0.486 0.716
## bpldEl Salvador -0.025 -0.089 -0.096 -0.047 0.441 0.548 0.785
## bpldGuatemala -0.024 -0.077 -0.101 -0.043 0.427 0.524 0.761
## bpldGuyana 0.071 -0.051 -0.039 -0.027 0.401 0.430 0.639
## bpldHonduras -0.019 -0.073 -0.089 -0.039 0.406 0.496 0.721
## bpldMexico -0.028 -0.093 -0.101 -0.046 0.462 0.560 0.815
## bpldNicaragua -0.013 -0.041 -0.038 -0.028 0.327 0.400 0.578
## bpldPanama 0.007 -0.015 -0.014 -0.014 0.322 0.370 0.540
## bpldParaguay -0.001 -0.009 -0.009 -0.005 0.156 0.193 0.282
## bpldPeru -0.016 -0.019 -0.014 -0.024 0.397 0.492 0.713
## bpldUruguay -0.003 -0.018 -0.012 -0.014 0.211 0.260 0.383
## bpldVenezuela -0.010 0.026 0.018 0.018 0.351 0.430 0.635
## syuzhet_average 0.000 -0.003 -0.001 -0.004 0.001 -0.001 -0.001
## value -0.004 0.000 0.001 0.001 0.000 -0.002 0.001
## percent_emp_x -0.005 0.001 0.003 0.005 0.003 0.002 -0.012
## female:syuzhet_average -0.001 -0.001 -0.003 0.003 -0.006 0.001 0.001
## bpldCh bpldCl bpldCR bpldCb bpldDR bpldEc bpldES
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia 0.522
## bpldCosta Rica 0.338 0.511
## bpldCuba 0.492 0.748 0.483
## bpldDominican Republic 0.535 0.817 0.527 0.761
## bpldEcuador 0.500 0.760 0.490 0.709 0.792
## bpldEl Salvador 0.551 0.828 0.538 0.782 0.851 0.796
## bpldGuatemala 0.532 0.801 0.521 0.757 0.824 0.770 0.866
## bpldGuyana 0.442 0.674 0.439 0.633 0.724 0.655 0.699
## bpldHonduras 0.504 0.760 0.494 0.721 0.783 0.731 0.818
## bpldMexico 0.574 0.860 0.561 0.818 0.879 0.825 0.933
## bpldNicaragua 0.406 0.612 0.397 0.580 0.627 0.585 0.655
## bpldPanama 0.378 0.569 0.373 0.541 0.590 0.542 0.598
## bpldParaguay 0.197 0.297 0.193 0.279 0.307 0.287 0.313
## bpldPeru 0.499 0.754 0.487 0.708 0.776 0.724 0.795
## bpldUruguay 0.267 0.404 0.261 0.380 0.416 0.389 0.423
## bpldVenezuela 0.442 0.669 0.431 0.636 0.680 0.634 0.697
## syuzhet_average -0.001 0.000 0.000 -0.002 0.002 -0.002 -0.001
## value 0.001 -0.001 0.001 0.003 -0.004 -0.003 -0.001
## percent_emp_x 0.000 -0.004 -0.005 -0.004 -0.008 -0.003 0.009
## female:syuzhet_average 0.000 0.002 0.003 0.001 -0.004 0.004 0.000
## bpldGt bpldGy bpldHn bpldMx bpldNc bpldPn bpldPrg
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana 0.676
## bpldHonduras 0.791 0.646
## bpldMexico 0.903 0.722 0.851
## bpldNicaragua 0.632 0.518 0.599 0.683
## bpldPanama 0.578 0.516 0.551 0.624 0.444
## bpldParaguay 0.303 0.257 0.287 0.325 0.231 0.215
## bpldPeru 0.767 0.643 0.727 0.824 0.586 0.542 0.284
## bpldUruguay 0.409 0.343 0.388 0.440 0.312 0.290 0.152
## bpldVenezuela 0.675 0.566 0.642 0.727 0.517 0.483 0.250
## syuzhet_average -0.001 -0.002 0.000 -0.001 -0.001 0.004 0.000
## value 0.001 -0.003 0.001 0.004 0.001 0.003 0.000
## percent_emp_x 0.006 -0.005 0.004 0.018 0.004 0.000 -0.003
## female:syuzhet_average 0.001 -0.002 0.001 0.001 -0.001 0.007 0.000
## bpldPer bpldUr bpldVn syzht_ value prcn__
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay 0.384
## bpldVenezuela 0.635 0.339
## syuzhet_average 0.000 0.001 -0.001
## value -0.001 0.000 0.001 -0.123
## percent_emp_x 0.001 -0.003 -0.001 -0.073 -0.006
## female:syuzhet_average 0.001 -0.001 0.003 -0.209 -0.002 0.002
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -13.8889729 -0.4112562 0.1068721 0.5629117 4.7647821
##
## Number of Observations: 326347
## Number of Groups: 2265.6 Log Wage Model by Gender reference is male)
model5.3<-lme(logwage ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhet_average + value + percent_emp_x + syuzhet_average*female,
data = data_final_2465_2, method = "ML", na.action = "na.omit", random = ~1|NAME)
summary(model5.3)## Linear mixed-effects model fit by maximum likelihood
## Data: data_final_2465_2
## AIC BIC logLik
## 1624417 1624888 -812164.7
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.2829253 2.913126
##
## Fixed effects: logwage ~ racecat2 + female + marital + age + citizen + yrsusa1 + speakengrecode_num + edcat + racecat2 + bpld + syuzhet_average + value + percent_emp_x + syuzhet_average * female
## Value Std.Error DF t-value p-value
## (Intercept) 10.108588 0.5682520 326083 17.78892 0.0000
## racecat2Black 0.157659 0.0377035 326083 4.18156 0.0000
## racecat2Indigenous -0.049752 0.0539564 326083 -0.92207 0.3565
## racecat2Asian 0.167673 0.0599967 326083 2.79471 0.0052
## racecat2Other -0.039750 0.0112107 326083 -3.54572 0.0004
## female -0.450375 0.0515808 326083 -8.73145 0.0000
## maritalmarried 0.079154 0.0187069 326083 4.23128 0.0000
## maritalseparated -0.118353 0.0308100 326083 -3.84137 0.0001
## maritalsingle -0.040687 0.0212361 326083 -1.91595 0.0554
## maritalwidowed -0.052223 0.0476491 326083 -1.09598 0.2731
## age -0.014277 0.0006129 326083 -23.29481 0.0000
## citizennaturalized citizen 0.076321 0.0323432 326083 2.35973 0.0183
## citizennot a citizen -0.351303 0.0326320 326083 -10.76562 0.0000
## yrsusa1 0.011404 0.0005785 326083 19.71494 0.0000
## speakengrecode_num -0.059226 0.0043879 326083 -13.49777 0.0000
## edcatHS -0.794873 0.0148526 326083 -53.51752 0.0000
## edcatLess than HS -0.914405 0.0175187 326083 -52.19582 0.0000
## edcatSome Col -0.560580 0.0176721 326083 -31.72120 0.0000
## bpldBelize 0.190807 0.1117175 326083 1.70794 0.0876
## bpldBolivia -0.190129 0.0904857 326083 -2.10120 0.0356
## bpldBrazil -0.594449 0.0618705 326083 -9.60796 0.0000
## bpldChile -0.102759 0.0884199 326083 -1.16217 0.2452
## bpldColumbia -0.017761 0.0588080 326083 -0.30202 0.7626
## bpldCosta Rica -0.034168 0.0908644 326083 -0.37603 0.7069
## bpldCuba 0.065123 0.0623013 326083 1.04529 0.2959
## bpldDominican Republic 0.009752 0.0576029 326083 0.16929 0.8656
## bpldEcuador -0.086738 0.0615655 326083 -1.40887 0.1589
## bpldEl Salvador 0.039571 0.0558107 326083 0.70902 0.4783
## bpldGuatemala -0.310270 0.0577781 326083 -5.37003 0.0000
## bpldGuyana 0.129498 0.0693424 326083 1.86752 0.0618
## bpldHonduras -0.033255 0.0610158 326083 -0.54503 0.5857
## bpldMexico 0.049480 0.0535527 326083 0.92396 0.3555
## bpldNicaragua 0.006855 0.0756331 326083 0.09063 0.9278
## bpldPanama 0.241447 0.0815310 326083 2.96142 0.0031
## bpldParaguay -0.742370 0.1560871 326083 -4.75613 0.0000
## bpldPeru -0.057764 0.0616387 326083 -0.93714 0.3487
## bpldUruguay -0.109442 0.1150530 326083 -0.95123 0.3415
## bpldVenezuela 0.008849 0.0695206 326083 0.12728 0.8987
## syuzhet_average -0.297018 0.1867530 222 -1.59043 0.1132
## value 0.000000 0.0000000 222 0.71521 0.4752
## percent_emp_x 0.012039 0.0071828 222 1.67615 0.0951
## female:syuzhet_average 0.028691 0.1077881 326083 0.26618 0.7901
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female mrtlmr
## racecat2Black 0.004
## racecat2Indigenous 0.003 0.030
## racecat2Asian 0.000 0.202 0.021
## racecat2Other 0.011 0.159 0.087 0.100
## female -0.036 0.002 0.001 0.000 0.000
## maritalmarried -0.032 0.011 0.000 -0.002 0.006 0.020
## maritalseparated -0.018 0.000 0.000 0.001 -0.007 -0.005 0.523
## maritalsingle -0.035 -0.005 -0.002 -0.002 -0.007 0.016 0.788
## maritalwidowed -0.008 -0.002 0.002 -0.002 0.000 -0.007 0.331
## age -0.036 -0.009 0.002 0.004 0.018 -0.002 0.051
## citizennaturalized citizen -0.051 -0.016 -0.002 -0.013 -0.020 0.001 -0.004
## citizennot a citizen -0.054 -0.015 -0.001 -0.008 -0.028 0.004 -0.007
## yrsusa1 -0.010 0.004 -0.002 0.003 0.001 0.004 0.021
## speakengrecode_num -0.011 -0.001 0.000 0.003 -0.012 0.005 -0.004
## edcatHS -0.005 0.011 0.001 0.011 -0.041 0.015 0.004
## edcatLess than HS 0.000 0.013 -0.003 0.006 -0.048 0.019 -0.014
## edcatSome Col -0.014 0.003 -0.002 0.009 -0.025 0.002 0.021
## bpldBelize -0.047 -0.185 -0.015 -0.036 -0.045 0.004 0.005
## bpldBolivia -0.055 -0.001 -0.012 0.003 -0.020 -0.002 0.002
## bpldBrazil -0.065 -0.016 -0.001 -0.011 -0.018 -0.003 0.003
## bpldChile -0.054 0.000 -0.002 0.007 -0.013 0.000 0.001
## bpldColumbia -0.077 -0.009 -0.004 0.013 -0.028 -0.005 0.005
## bpldCosta Rica -0.049 -0.023 -0.002 0.002 -0.020 -0.004 0.004
## bpldCuba -0.071 -0.026 0.000 0.007 -0.014 -0.002 0.005
## bpldDominican Republic -0.074 -0.086 -0.010 -0.006 -0.081 -0.001 0.010
## bpldEcuador -0.072 -0.008 -0.010 0.009 -0.049 -0.005 0.002
## bpldEl Salvador -0.095 -0.010 -0.011 0.010 -0.060 -0.001 -0.003
## bpldGuatemala -0.089 -0.013 -0.022 0.006 -0.060 0.000 -0.004
## bpldGuyana -0.062 -0.264 -0.017 -0.272 -0.079 0.000 -0.006
## bpldHonduras -0.083 -0.024 -0.011 0.007 -0.052 -0.002 0.001
## bpldMexico -0.109 -0.010 -0.013 0.013 -0.049 -0.001 -0.007
## bpldNicaragua -0.067 -0.015 -0.008 0.005 -0.044 0.000 0.003
## bpldPanama -0.064 -0.120 -0.006 -0.034 -0.042 -0.010 0.002
## bpldParaguay -0.028 -0.002 -0.006 -0.007 -0.009 -0.001 0.001
## bpldPeru -0.077 -0.010 -0.017 -0.001 -0.049 -0.003 0.005
## bpldUruguay -0.038 0.002 0.001 0.008 0.000 0.001 0.005
## bpldVenezuela -0.069 -0.015 -0.005 -0.004 -0.026 -0.005 -0.001
## syuzhet_average -0.051 0.004 0.001 0.000 0.007 0.228 0.001
## value 0.009 -0.002 0.000 -0.001 -0.008 0.002 -0.001
## percent_emp_x -0.983 -0.004 -0.004 -0.002 -0.012 -0.002 0.000
## female:syuzhet_average 0.034 -0.003 0.000 -0.001 0.000 -0.979 0.001
## mrtlsp mrtlsn mrtlwd age ctznnc ctznac yrsus1
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle 0.473
## maritalwidowed 0.205 0.280
## age 0.017 0.245 -0.046
## citizennaturalized citizen 0.006 0.030 0.003 -0.084
## citizennot a citizen -0.007 0.011 -0.002 -0.079 0.928
## yrsusa1 0.017 -0.002 0.008 -0.502 0.043 0.170
## speakengrecode_num 0.000 0.020 0.008 -0.085 -0.059 -0.062 0.066
## edcatHS -0.022 -0.004 -0.012 -0.023 -0.017 -0.071 -0.003
## edcatLess than HS -0.030 -0.026 -0.025 -0.152 -0.007 -0.085 0.027
## edcatSome Col -0.006 0.004 -0.003 0.053 -0.017 -0.033 -0.048
## bpldBelize -0.001 0.001 -0.001 -0.001 0.002 0.003 -0.004
## bpldBolivia -0.001 0.001 -0.001 0.005 0.003 0.006 0.002
## bpldBrazil 0.003 0.009 0.000 0.005 0.014 0.011 0.028
## bpldChile -0.003 -0.003 -0.003 0.001 0.007 0.006 -0.004
## bpldColumbia -0.003 0.001 -0.002 0.000 -0.002 0.007 0.016
## bpldCosta Rica 0.001 0.006 0.000 0.012 0.017 0.017 -0.005
## bpldCuba -0.004 -0.002 -0.002 -0.005 -0.001 0.000 0.002
## bpldDominican Republic -0.008 0.005 -0.001 0.014 0.003 0.013 0.015
## bpldEcuador -0.004 0.000 -0.001 0.016 -0.002 0.002 0.001
## bpldEl Salvador -0.008 -0.012 -0.005 0.030 -0.006 -0.008 -0.012
## bpldGuatemala -0.009 -0.012 -0.007 0.042 -0.002 -0.005 -0.007
## bpldGuyana -0.004 -0.005 -0.006 -0.014 -0.006 0.009 0.018
## bpldHonduras -0.007 -0.011 -0.006 0.034 -0.001 -0.007 0.000
## bpldMexico -0.010 -0.008 -0.007 0.046 -0.002 -0.011 -0.034
## bpldNicaragua -0.004 -0.002 -0.003 0.015 -0.005 -0.001 -0.012
## bpldPanama -0.001 0.000 -0.001 0.006 0.109 0.106 -0.035
## bpldParaguay 0.000 0.000 -0.003 0.009 0.006 0.007 -0.001
## bpldPeru -0.001 0.000 -0.002 -0.008 0.000 0.006 0.020
## bpldUruguay 0.003 0.005 0.000 -0.003 0.002 0.001 0.001
## bpldVenezuela -0.001 0.002 -0.002 0.001 0.016 0.016 0.029
## syuzhet_average 0.000 0.001 0.002 -0.002 0.002 0.000 0.000
## value -0.002 -0.005 0.000 -0.003 -0.005 -0.005 -0.002
## percent_emp_x 0.001 -0.004 0.000 0.004 0.003 0.005 0.004
## female:syuzhet_average 0.001 -0.001 0.000 0.000 -0.004 -0.002 -0.001
## spkng_ edctHS edLtHS edctSC bpldBlz bpldBlv bpldBr
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS -0.095
## edcatLess than HS -0.053 0.649
## edcatSome Col -0.033 0.546 0.471
## bpldBelize 0.030 -0.023 -0.018 -0.018
## bpldBolivia -0.009 -0.017 -0.015 -0.022 0.268
## bpldBrazil -0.004 -0.004 -0.003 -0.001 0.394 0.483
## bpldChile 0.001 -0.001 0.000 -0.003 0.275 0.340 0.496
## bpldColumbia -0.017 -0.014 -0.013 -0.012 0.415 0.510 0.750
## bpldCosta Rica -0.002 -0.024 -0.022 -0.019 0.272 0.330 0.485
## bpldCuba -0.012 -0.035 -0.022 -0.017 0.396 0.479 0.705
## bpldDominican Republic -0.017 -0.054 -0.051 -0.040 0.438 0.521 0.772
## bpldEcuador -0.022 -0.043 -0.045 -0.033 0.396 0.486 0.716
## bpldEl Salvador -0.025 -0.089 -0.096 -0.047 0.441 0.548 0.785
## bpldGuatemala -0.024 -0.077 -0.101 -0.043 0.427 0.524 0.761
## bpldGuyana 0.071 -0.051 -0.040 -0.027 0.401 0.431 0.640
## bpldHonduras -0.019 -0.073 -0.089 -0.039 0.406 0.496 0.721
## bpldMexico -0.028 -0.093 -0.101 -0.046 0.462 0.560 0.815
## bpldNicaragua -0.013 -0.041 -0.038 -0.028 0.327 0.400 0.579
## bpldPanama 0.007 -0.015 -0.014 -0.014 0.322 0.370 0.540
## bpldParaguay -0.001 -0.009 -0.009 -0.005 0.156 0.193 0.282
## bpldPeru -0.016 -0.019 -0.014 -0.024 0.397 0.492 0.713
## bpldUruguay -0.003 -0.018 -0.012 -0.014 0.211 0.260 0.383
## bpldVenezuela -0.010 0.026 0.018 0.018 0.351 0.430 0.635
## syuzhet_average 0.000 -0.004 -0.001 -0.004 0.001 -0.001 0.000
## value -0.004 0.000 0.001 0.001 0.001 -0.002 0.001
## percent_emp_x -0.006 0.001 0.002 0.005 0.003 0.002 -0.014
## female:syuzhet_average -0.001 -0.001 -0.003 0.003 -0.006 0.001 0.001
## bpldCh bpldCl bpldCR bpldCb bpldDR bpldEc bpldES
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia 0.522
## bpldCosta Rica 0.338 0.511
## bpldCuba 0.492 0.748 0.483
## bpldDominican Republic 0.535 0.817 0.527 0.761
## bpldEcuador 0.500 0.760 0.490 0.709 0.792
## bpldEl Salvador 0.551 0.828 0.538 0.782 0.851 0.796
## bpldGuatemala 0.532 0.801 0.521 0.758 0.824 0.770 0.866
## bpldGuyana 0.442 0.674 0.439 0.633 0.724 0.655 0.699
## bpldHonduras 0.504 0.761 0.494 0.721 0.783 0.731 0.818
## bpldMexico 0.574 0.860 0.561 0.818 0.880 0.826 0.933
## bpldNicaragua 0.406 0.612 0.397 0.580 0.627 0.585 0.655
## bpldPanama 0.378 0.569 0.373 0.542 0.590 0.542 0.598
## bpldParaguay 0.197 0.297 0.193 0.279 0.307 0.287 0.313
## bpldPeru 0.499 0.754 0.487 0.709 0.776 0.724 0.795
## bpldUruguay 0.267 0.404 0.261 0.380 0.416 0.389 0.423
## bpldVenezuela 0.442 0.669 0.431 0.636 0.681 0.634 0.697
## syuzhet_average -0.001 0.000 0.001 -0.002 0.002 -0.002 -0.001
## value 0.001 -0.001 0.001 0.003 -0.004 -0.004 -0.001
## percent_emp_x 0.000 -0.004 -0.005 -0.005 -0.009 -0.004 0.010
## female:syuzhet_average 0.000 0.002 0.003 0.002 -0.003 0.004 0.000
## bpldGt bpldGy bpldHn bpldMx bpldNc bpldPn bpldPrg
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana 0.676
## bpldHonduras 0.791 0.646
## bpldMexico 0.903 0.722 0.852
## bpldNicaragua 0.632 0.518 0.599 0.683
## bpldPanama 0.578 0.516 0.551 0.624 0.444
## bpldParaguay 0.303 0.257 0.287 0.325 0.231 0.215
## bpldPeru 0.767 0.643 0.727 0.824 0.586 0.542 0.284
## bpldUruguay 0.409 0.343 0.388 0.440 0.312 0.290 0.152
## bpldVenezuela 0.675 0.566 0.642 0.727 0.517 0.483 0.250
## syuzhet_average -0.001 -0.002 0.000 -0.001 -0.001 0.005 0.000
## value 0.001 -0.003 0.002 0.004 0.001 0.003 0.000
## percent_emp_x 0.006 -0.006 0.004 0.020 0.005 -0.001 -0.003
## female:syuzhet_average 0.001 -0.002 0.001 0.000 -0.001 0.007 0.000
## bpldPer bpldUr bpldVn syzht_ value prcn__
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen
## citizennot a citizen
## yrsusa1
## speakengrecode_num
## edcatHS
## edcatLess than HS
## edcatSome Col
## bpldBelize
## bpldBolivia
## bpldBrazil
## bpldChile
## bpldColumbia
## bpldCosta Rica
## bpldCuba
## bpldDominican Republic
## bpldEcuador
## bpldEl Salvador
## bpldGuatemala
## bpldGuyana
## bpldHonduras
## bpldMexico
## bpldNicaragua
## bpldPanama
## bpldParaguay
## bpldPeru
## bpldUruguay 0.384
## bpldVenezuela 0.635 0.339
## syuzhet_average 0.000 0.001 -0.001
## value -0.001 0.000 0.001 -0.122
## percent_emp_x 0.001 -0.003 -0.002 -0.080 -0.016
## female:syuzhet_average 0.001 -0.001 0.003 -0.233 -0.002 0.002
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -3.93928527 0.07492973 0.29427212 0.46035896 1.66570043
##
## Number of Observations: 326347
## Number of Groups: 2266 Plots
6.1 Total Population Plots by Dataset
# 18-65 data 1 - merged by year and city
ggplot(data_final_1865_1, aes(x = syuzhetbyyear, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet by Year", y = "Logged Wages") +
ggtitle("Scatterplot: Syuzhet_by_year vs. Logged Wages - 1865_1")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_1865_1, aes(x = syuzhetbyyear, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet by Year", y = "Logged Income") +
ggtitle("Scatterplot: Syuzhet vs. Logged Income")## `geom_smooth()` using formula = 'y ~ x'
# 18-65 data 2 - average by city
ggplot(data_final_1865_2, aes(x = syuzhet_average, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet Average", y = "Logged Wages") +
ggtitle("Scatterplot: Syuzhet vs. Logged Wages")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_1865_2, aes(x = syuzhet_average, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet Average", y = "Logged Income") +
ggtitle("Scatterplot: Syuzhet vs. Logged Income")## `geom_smooth()` using formula = 'y ~ x'
# 24-65 data 1 - merged by year and city
ggplot(data_final_2465_1, aes(x = syuzhetbyyear, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet by Year", y = "Logged Wages") +
ggtitle("Scatterplot: Syuzhet vs. Logged Wages")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_2465_1, aes(x = syuzhetbyyear, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet by Year", y = "Logged Income") +
ggtitle("Scatterplot: Syuzhet vs. Logged Income")## `geom_smooth()` using formula = 'y ~ x'
# 24-65 data 2 - merged by city
ggplot(data_final_2465_2, aes(x = syuzhet_average, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet Average", y = "Logged Wages") +
ggtitle("Scatterplot: Syuzhet vs. Logged Wages")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_2465_2, aes(x = syuzhet_average, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet Average", y = "Logged Income") +
ggtitle("Scatterplot: Syuzhet vs. Logged Income")## `geom_smooth()` using formula = 'y ~ x'
6.2 Plots by race
6.2.1 18-65 data 1 - merged by year and city
# 18-65 data 1 - merged by year and city
ggplot(data_final_1865_1[data_final_1865_1$racecat2 == "Black", ], aes(x = syuzhetbyyear, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet_by_year", y = "Logged Wages") +
ggtitle("Scatterplot: Syuzhet_by_year vs. Logged Wages (Race: Black)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_1865_1[data_final_1865_1$racecat2 == "Black", ], aes(x = syuzhetbyyear, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet_by_year", y = "Logged Income") +
ggtitle("Scatterplot: Syuzhet_by_year vs. Logged Income (Race: Black)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_1865_1[data_final_1865_1$racecat2 == "White", ], aes(x = syuzhetbyyear, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet_by_year", y = "Logged Wages") +
ggtitle("Scatterplot: Syuzhet_by_year vs. Logged Wages (Race: White)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_1865_1[data_final_1865_1$racecat2 == "White", ], aes(x = syuzhetbyyear, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet_by_year", y = "Logged Income") +
ggtitle("Scatterplot: Syuzhet_by_year vs. Logged Income (Race: White)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_1865_1[data_final_1865_1$racecat2 == "Indigenous", ], aes(x = syuzhetbyyear, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet_by_year", y = "Logged Wages") +
ggtitle("Scatterplot: Syuzhet_by_year vs. Logged Wages (Race: Indigenous)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_1865_1[data_final_1865_1$racecat2 == "Indigenous", ], aes(x = syuzhetbyyear, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet_by_year", y = "Logged Income") +
ggtitle("Scatterplot: Syuzhet_by_year vs. Logged Income (Race: Indigenous)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_1865_1[data_final_1865_1$racecat2 == "Asian", ], aes(x = syuzhetbyyear, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet_by_year", y = "Logged Wages") +
ggtitle("Scatterplot: Syuzhet_by_year vs. Logged Wages (Race: Asian)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_1865_1[data_final_1865_1$racecat2 == "Asian", ], aes(x = syuzhetbyyear, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet_by_year", y = "Logged Income") +
ggtitle("Scatterplot: Syuzhet_by_year vs. Logged Income (Race: Asian)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_1865_1[data_final_1865_1$racecat2 == "Other", ], aes(x = syuzhetbyyear, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet_by_year", y = "Logged Wages") +
ggtitle("Scatterplot: Syuzhet_by_year vs. Logged Wages (Race: Other)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_1865_1[data_final_1865_1$racecat2 == "Other", ], aes(x = syuzhetbyyear, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet_by_year", y = "Logged Income") +
ggtitle("Scatterplot: Syuzhet_by_year vs. Logged Income (Race: Other)")## `geom_smooth()` using formula = 'y ~ x'
6.2.2 18-65 data 2 - merged by year and city
# 18-65 data 2 - merged by year and city
ggplot(data_final_1865_2[data_final_1865_2$racecat2 == "Black", ], aes(x = syuzhet_average, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "syuzhet_average", y = "Logged Wages") +
ggtitle("Scatterplot: syuzhet_average vs. Logged Wages (Race: Black)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_1865_2[data_final_1865_2$racecat2 == "Black", ], aes(x = syuzhet_average, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "syuzhet_average", y = "Logged Income") +
ggtitle("Scatterplot: syuzhet_average vs. Logged Income (Race: Black)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_1865_2[data_final_1865_2$racecat2 == "White", ], aes(x = syuzhet_average, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "syuzhet_average", y = "Logged Wages") +
ggtitle("Scatterplot: syuzhet_average vs. Logged Wages (Race: White)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_1865_2[data_final_1865_2$racecat2 == "White", ], aes(x = syuzhet_average, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "syuzhet_average", y = "Logged Income") +
ggtitle("Scatterplot: syuzhet_average vs. Logged Income (Race: White)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_1865_2[data_final_1865_2$racecat2 == "Indigenous", ], aes(x = syuzhet_average, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "syuzhet_average", y = "Logged Wages") +
ggtitle("Scatterplot: syuzhet_average vs. Logged Wages (Race: Indigenous)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_1865_2[data_final_1865_2$racecat2 == "Indigenous", ], aes(x = syuzhet_average, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "syuzhet_average", y = "Logged Income") +
ggtitle("Scatterplot: syuzhet_average vs. Logged Income (Race: Indigenous)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_1865_2[data_final_1865_2$racecat2 == "Asian", ], aes(x = syuzhet_average, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "syuzhet_average", y = "Logged Wages") +
ggtitle("Scatterplot: syuzhet_average vs. Logged Wages (Race: Asian)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_1865_2[data_final_1865_2$racecat2 == "Asian", ], aes(x = syuzhet_average, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "syuzhet_average", y = "Logged Income") +
ggtitle("Scatterplot: syuzhet_average vs. Logged Income (Race: Asian)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_1865_2[data_final_1865_2$racecat2 == "Other", ], aes(x = syuzhet_average, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "syuzhet_average", y = "Logged Wages") +
ggtitle("Scatterplot: syuzhet_average vs. Logged Wages (Race: Other)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_1865_2[data_final_1865_2$racecat2 == "Other", ], aes(x = syuzhet_average, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "syuzhet_average", y = "Logged Income") +
ggtitle("Scatterplot: syuzhet_average vs. Logged Income (Race: Other)")## `geom_smooth()` using formula = 'y ~ x'
6.2.3 24-65 data 1 - merged by year and city
# 24-65 data 1 - merged by year and city
ggplot(data_final_2465_1[data_final_2465_1$racecat2 == "Black", ], aes(x = syuzhetbyyear, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet_by_year", y = "Logged Wages") +
ggtitle("Scatterplot: Syuzhet_by_year vs. Logged Wages (Race: Black)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_2465_1[data_final_2465_1$racecat2 == "Black", ], aes(x = syuzhetbyyear, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet_by_year", y = "Logged Income") +
ggtitle("Scatterplot: Syuzhet_by_year vs. Logged Income (Race: Black)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_2465_1[data_final_2465_1$racecat2 == "White", ], aes(x = syuzhetbyyear, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet_by_year", y = "Logged Wages") +
ggtitle("Scatterplot: Syuzhet_by_year vs. Logged Wages (Race: White)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_2465_1[data_final_2465_1$racecat2 == "White", ], aes(x = syuzhetbyyear, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet_by_year", y = "Logged Income") +
ggtitle("Scatterplot: Syuzhet_by_year vs. Logged Income (Race: White)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_2465_1[data_final_2465_1$racecat2 == "Indigenous", ], aes(x = syuzhetbyyear, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet_by_year", y = "Logged Wages") +
ggtitle("Scatterplot: Syuzhet_by_year vs. Logged Wages (Race: Indigenous)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_2465_1[data_final_2465_1$racecat2 == "Indigenous", ], aes(x = syuzhetbyyear, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet_by_year", y = "Logged Income") +
ggtitle("Scatterplot: Syuzhet_by_year vs. Logged Income (Race: Indigenous)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_2465_1[data_final_2465_1$racecat2 == "Asian", ], aes(x = syuzhetbyyear, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet_by_year", y = "Logged Wages") +
ggtitle("Scatterplot: Syuzhet_by_year vs. Logged Wages (Race: Asian)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_2465_1[data_final_2465_1$racecat2 == "Asian", ], aes(x = syuzhetbyyear, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet_by_year", y = "Logged Income") +
ggtitle("Scatterplot: Syuzhet_by_year vs. Logged Income (Race: Asian)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_2465_1[data_final_2465_1$racecat2 == "Other", ], aes(x = syuzhetbyyear, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet_by_year", y = "Logged Wages") +
ggtitle("Scatterplot: Syuzhet_by_year vs. Logged Wages (Race: Other)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_2465_1[data_final_2465_1$racecat2 == "Other", ], aes(x = syuzhetbyyear, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "Syuzhet_by_year", y = "Logged Income") +
ggtitle("Scatterplot: Syuzhet_by_year vs. Logged Income (Race: Other)")## `geom_smooth()` using formula = 'y ~ x'
6.2.4 24-65 data 2 - merged city
# 18-65 data 1 - merged by year and city
ggplot(data_final_2465_2[data_final_2465_2$racecat2 == "Black", ], aes(x = syuzhet_average, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "syuzhet_average", y = "Logged Wages") +
ggtitle("Scatterplot: syuzhet_average vs. Logged Wages (Race: Black)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_2465_2[data_final_2465_2$racecat2 == "Black", ], aes(x = syuzhet_average, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "syuzhet_average", y = "Logged Income") +
ggtitle("Scatterplot: syuzhet_average vs. Logged Income (Race: Black)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_2465_2[data_final_2465_2$racecat2 == "White", ], aes(x = syuzhet_average, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "syuzhet_average", y = "Logged Wages") +
ggtitle("Scatterplot: syuzhet_average vs. Logged Wages (Race: White)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_2465_2[data_final_2465_2$racecat2 == "White", ], aes(x = syuzhet_average, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "syuzhet_average", y = "Logged Income") +
ggtitle("Scatterplot: syuzhet_average vs. Logged Income (Race: White)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_2465_2[data_final_2465_2$racecat2 == "Indigenous", ], aes(x = syuzhet_average, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "syuzhet_average", y = "Logged Wages") +
ggtitle("Scatterplot: syuzhet_average vs. Logged Wages (Race: Indigenous)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_2465_2[data_final_2465_2$racecat2 == "Indigenous", ], aes(x = syuzhet_average, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "syuzhet_average", y = "Logged Income") +
ggtitle("Scatterplot: syuzhet_average vs. Logged Income (Race: Indigenous)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_2465_2[data_final_2465_2$racecat2 == "Asian", ], aes(x = syuzhet_average, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "syuzhet_average", y = "Logged Wages") +
ggtitle("Scatterplot: syuzhet_average vs. Logged Wages (Race: Asian)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_2465_2[data_final_2465_2$racecat2 == "Asian", ], aes(x = syuzhet_average, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "syuzhet_average", y = "Logged Income") +
ggtitle("Scatterplot: syuzhet_average vs. Logged Income (Race: Asian)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_2465_2[data_final_2465_2$racecat2 == "Other", ], aes(x = syuzhet_average, y = logwage)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "syuzhet_average", y = "Logged Wages") +
ggtitle("Scatterplot: syuzhet_average vs. Logged Wages (Race: Other)")## `geom_smooth()` using formula = 'y ~ x'
ggplot(data_final_2465_2[data_final_2465_2$racecat2 == "Other", ], aes(x = syuzhet_average, y = logincome)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(x = "syuzhet_average", y = "Logged Income") +
ggtitle("Scatterplot: syuzhet_average vs. Logged Income (Race: Other)")## `geom_smooth()` using formula = 'y ~ x'
Notes:
Tasks completed: 1) limit sample to working ages 18-65 or 24-65 - done 2) limit to people in the labor force for personal income and wages - done 3) rename syuzhet to syuzhet_5year and syuzhet_average - done 4) figure out why yrs in USA is fixed effect - done 5) define population better - done 6) what is yrsusaNA - what does this mean? Should i recode? - done 00 = N/A or less than one year. I dropped this. 7) produce a scatterplot of bivariate relationship of syuzhet and for logged and unlogged wages and income. Do for whole sample and then separately by race group. - done 8) try replacing race with country of origin to look and play around, also try women and men. - done
Tasks In-Progress: 9) Make met area variables by met area and year - employment, percent white, etc <- Can’t be done - discuss with Erin 10) Spend time writing up this chapter - draft methods, draft literature review, can take a stab at intro but preliminary <- started 11) get this data and models into STATA <- started 12) read and think through about how to model HLM in STATA 13) explore household income as well
Lit review: - racial variation in immigrant wages - how do i add to this literature - Make the argument that looking at sentiment in twitter is telling us something about a process occuring. Something about discrimination or cities with more discriminatory ideas. - most literature looking at wage inequlity is not looking at sentiment, and most work on sentiment is not lookning at wage inequality so I have to make these speak to eachother. Make a case on how what people have said we can learn with sentiment can be applied to wage disparities.