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 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,
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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.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
## 737179 737466.1 -368562.5
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.09856833 0.8067914
##
## 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) 10.394711 0.18810748 305649 55.25943 0.0000
## racecat2Black 0.001699 0.02585549 305649 0.06570 0.9476
## racecat2Indigenous -0.153058 0.03871483 305649 -3.95348 0.0001
## racecat2Asian 0.162554 0.04250541 305649 3.82431 0.0001
## racecat2Other -0.061967 0.00787943 305649 -7.86440 0.0000
## female -0.485392 0.00303408 305649 -159.97990 0.0000
## maritalmarried -0.007261 0.00519354 305649 -1.39801 0.1621
## maritalseparated -0.091287 0.00856930 305649 -10.65275 0.0000
## maritalsingle -0.130338 0.00597187 305649 -21.82531 0.0000
## maritalwidowed -0.052243 0.01323490 305649 -3.94738 0.0001
## age -0.000214 0.00018015 305649 -1.18827 0.2347
## citizennaturalized citizen 0.040293 0.00956522 305649 4.21244 0.0000
## citizennot a citizen -0.162383 0.00969311 305649 -16.75244 0.0000
## yrsusa1 0.009556 0.00016069 305649 59.46833 0.0000
## speakengrecode_num -0.020387 0.00123149 305649 -16.55448 0.0000
## edcatHS -0.490912 0.00409769 305649 -119.80219 0.0000
## edcatLess than HS -0.606660 0.00474724 305649 -127.79202 0.0000
## edcatSome Col -0.336801 0.00508886 305649 -66.18395 0.0000
## syuzhetbyyear 0.116636 0.00869214 305649 13.41853 0.0000
## value 0.000000 0.00000000 223 2.82248 0.0052
## percent_emp_x 0.004728 0.00238194 223 1.98502 0.0484
## racecat2Black:syuzhetbyyear 0.032302 0.04441981 305649 0.72720 0.4671
## racecat2Indigenous:syuzhetbyyear 0.127729 0.06529639 305649 1.95615 0.0504
## racecat2Asian:syuzhetbyyear -0.103427 0.07155100 305649 -1.44550 0.1483
## racecat2Other:syuzhetbyyear 0.012051 0.01350432 305649 0.89238 0.3722
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female
## racecat2Black 0.004
## racecat2Indigenous -0.003 0.023
## racecat2Asian 0.004 0.025 0.014
## racecat2Other -0.009 0.115 0.076 0.070
## female -0.010 -0.005 0.003 -0.002 0.001
## maritalmarried -0.030 0.008 0.000 -0.001 0.005 0.106
## maritalseparated -0.017 0.001 0.002 0.002 -0.003 -0.018
## maritalsingle -0.029 0.000 -0.001 -0.001 -0.004 0.073
## maritalwidowed -0.008 0.000 0.001 -0.002 0.000 -0.038
## age -0.024 -0.014 -0.001 -0.008 0.013 -0.018
## citizennaturalized citizen -0.048 0.000 0.000 -0.006 -0.014 -0.011
## citizennot a citizen -0.054 0.004 0.001 0.001 -0.015 0.015
## yrsusa1 -0.021 0.004 -0.001 0.006 -0.002 0.025
## speakengrecode_num -0.015 0.024 -0.002 0.024 -0.011 0.021
## edcatHS -0.022 0.006 -0.002 0.007 -0.022 0.077
## edcatLess than HS -0.021 0.013 -0.002 0.009 -0.027 0.085
## edcatSome Col -0.018 0.001 -0.001 0.007 -0.014 0.028
## syuzhetbyyear -0.020 0.168 0.106 0.104 0.533 -0.003
## value -0.008 0.000 0.000 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 -0.928 -0.021 -0.019 -0.104 0.000
## racecat2Indigenous:syuzhetbyyear 0.003 -0.022 -0.917 -0.013 -0.071 -0.002
## racecat2Asian:syuzhetbyyear -0.002 -0.021 -0.013 -0.931 -0.065 0.000
## racecat2Other:syuzhetbyyear 0.012 -0.104 -0.070 -0.063 -0.915 -0.002
## mrtlmr mrtlsp mrtlsn mrtlwd age ctznnc
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated 0.522
## maritalsingle 0.773 0.464
## maritalwidowed 0.329 0.204 0.278
## age 0.054 0.021 0.204 -0.050
## citizennaturalized citizen -0.006 0.004 0.025 0.001 -0.075
## citizennot a citizen -0.010 -0.009 0.003 -0.004 -0.061 0.934
## yrsusa1 0.016 0.014 -0.003 0.006 -0.476 0.060
## speakengrecode_num -0.004 -0.001 0.019 0.008 -0.063 -0.061
## edcatHS -0.003 -0.030 -0.010 -0.015 -0.011 -0.037
## edcatLess than HS -0.023 -0.039 -0.036 -0.031 -0.124 -0.030
## edcatSome Col 0.020 -0.008 0.012 -0.001 0.033 -0.029
## syuzhetbyyear 0.003 0.007 -0.002 0.001 -0.016 -0.001
## value 0.000 -0.001 -0.004 0.000 -0.003 -0.005
## percent_emp_x 0.003 0.003 -0.001 0.001 -0.005 0.005
## racecat2Black:syuzhetbyyear -0.004 -0.001 -0.002 -0.001 0.002 -0.002
## racecat2Indigenous:syuzhetbyyear -0.001 -0.003 0.000 0.000 0.002 -0.002
## racecat2Asian:syuzhetbyyear -0.001 -0.001 -0.001 0.000 0.002 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 0.179
## speakengrecode_num -0.067 0.058
## edcatHS -0.099 -0.038 -0.111
## edcatLess than HS -0.118 -0.015 -0.072 0.629
## edcatSome Col -0.046 -0.061 -0.039 0.521 0.456
## syuzhetbyyear 0.000 -0.019 -0.004 0.019 0.030 0.013
## value -0.004 0.000 -0.003 0.001 0.003 0.000
## percent_emp_x 0.009 0.015 -0.001 0.015 0.019 0.009
## racecat2Black:syuzhetbyyear -0.002 0.002 0.000 -0.001 -0.004 -0.002
## racecat2Indigenous:syuzhetbyyear -0.003 0.000 0.002 0.000 -0.002 0.000
## racecat2Asian:syuzhetbyyear -0.001 0.001 0.001 -0.004 -0.004 -0.003
## racecat2Other:syuzhetbyyear 0.005 0.003 0.009 -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 -0.002 -0.015
## 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 -0.585 0.001 0.002 0.115 0.078 0.072
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -14.13764253 -0.41711256 0.09455327 0.55382859 4.84305568
##
## Number of Observations: 305897
## 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
## 1534582 1534869 -767264.2
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.3035914 2.970646
##
## 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) 10.704364 0.6029249 305649 17.75406 0.0000
## racecat2Black 0.147677 0.0951864 305649 1.55145 0.1208
## racecat2Indigenous -0.089918 0.1425341 305649 -0.63085 0.5281
## racecat2Asian 0.242174 0.1564925 305649 1.54752 0.1217
## racecat2Other -0.029067 0.0290045 305649 -1.00214 0.3163
## female -0.444941 0.0111713 305649 -39.82895 0.0000
## maritalmarried 0.079473 0.0191222 305649 4.15607 0.0000
## maritalseparated -0.109655 0.0315520 305649 -3.47538 0.0005
## maritalsingle -0.003964 0.0219879 305649 -0.18030 0.8569
## maritalwidowed -0.027284 0.0487306 305649 -0.55990 0.5755
## age -0.017076 0.0006633 305649 -25.74576 0.0000
## citizennaturalized citizen 0.017032 0.0352162 305649 0.48364 0.6286
## citizennot a citizen -0.435014 0.0356864 305649 -12.18991 0.0000
## yrsusa1 0.012584 0.0005915 305649 21.27483 0.0000
## speakengrecode_num -0.062025 0.0045341 305649 -13.67960 0.0000
## edcatHS -0.779452 0.0150852 305649 -51.66995 0.0000
## edcatLess than HS -0.893055 0.0174749 305649 -51.10515 0.0000
## edcatSome Col -0.523219 0.0187359 305649 -27.92605 0.0000
## syuzhetbyyear 0.075357 0.0319546 305649 2.35826 0.0184
## value 0.000000 0.0000000 223 0.27401 0.7843
## percent_emp_x 0.004615 0.0076387 223 0.60419 0.5463
## racecat2Black:syuzhetbyyear 0.210817 0.1635348 305649 1.28913 0.1974
## racecat2Indigenous:syuzhetbyyear 0.087270 0.2403997 305649 0.36302 0.7166
## racecat2Asian:syuzhetbyyear -0.013408 0.2634312 305649 -0.05090 0.9594
## racecat2Other:syuzhetbyyear -0.001819 0.0497126 305649 -0.03659 0.9708
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female
## racecat2Black 0.004
## racecat2Indigenous -0.003 0.023
## racecat2Asian 0.004 0.025 0.014
## racecat2Other -0.010 0.115 0.076 0.070
## female -0.012 -0.005 0.003 -0.002 0.001
## maritalmarried -0.034 0.008 0.000 -0.001 0.005 0.106
## maritalseparated -0.020 0.001 0.002 0.002 -0.003 -0.018
## maritalsingle -0.034 0.000 -0.001 -0.001 -0.004 0.073
## maritalwidowed -0.009 0.000 0.001 -0.002 0.000 -0.038
## age -0.028 -0.014 -0.001 -0.008 0.013 -0.018
## citizennaturalized citizen -0.055 0.000 0.000 -0.006 -0.014 -0.011
## citizennot a citizen -0.062 0.004 0.001 0.001 -0.015 0.015
## yrsusa1 -0.024 0.004 -0.001 0.006 -0.002 0.025
## speakengrecode_num -0.017 0.024 -0.002 0.024 -0.011 0.021
## edcatHS -0.025 0.006 -0.002 0.007 -0.022 0.077
## edcatLess than HS -0.023 0.013 -0.002 0.009 -0.027 0.085
## edcatSome Col -0.020 0.001 -0.001 0.007 -0.014 0.028
## syuzhetbyyear -0.023 0.168 0.106 0.104 0.534 -0.003
## value 0.004 -0.001 0.000 0.000 -0.004 -0.001
## percent_emp_x -0.995 -0.010 -0.001 -0.008 -0.007 0.000
## racecat2Black:syuzhetbyyear 0.000 -0.928 -0.021 -0.019 -0.104 0.000
## racecat2Indigenous:syuzhetbyyear 0.004 -0.022 -0.917 -0.013 -0.071 -0.002
## racecat2Asian:syuzhetbyyear -0.002 -0.021 -0.013 -0.931 -0.065 0.000
## racecat2Other:syuzhetbyyear 0.013 -0.104 -0.070 -0.063 -0.915 -0.002
## mrtlmr mrtlsp mrtlsn mrtlwd age ctznnc
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated 0.522
## maritalsingle 0.773 0.464
## maritalwidowed 0.329 0.204 0.278
## age 0.054 0.021 0.204 -0.050
## citizennaturalized citizen -0.006 0.004 0.025 0.001 -0.075
## citizennot a citizen -0.010 -0.009 0.003 -0.004 -0.061 0.934
## yrsusa1 0.016 0.013 -0.003 0.006 -0.476 0.060
## speakengrecode_num -0.004 -0.001 0.019 0.008 -0.063 -0.061
## edcatHS -0.003 -0.030 -0.010 -0.015 -0.011 -0.037
## edcatLess than HS -0.023 -0.039 -0.036 -0.031 -0.124 -0.030
## edcatSome Col 0.020 -0.008 0.012 -0.001 0.033 -0.029
## syuzhetbyyear 0.003 0.007 -0.002 0.001 -0.016 -0.001
## value 0.000 -0.002 -0.005 0.000 -0.004 -0.006
## percent_emp_x 0.003 0.003 -0.002 0.002 -0.005 0.005
## racecat2Black:syuzhetbyyear -0.004 -0.001 -0.002 -0.001 0.002 -0.002
## racecat2Indigenous:syuzhetbyyear -0.001 -0.003 0.000 0.000 0.002 -0.002
## racecat2Asian:syuzhetbyyear -0.001 -0.001 -0.001 0.000 0.002 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 0.179
## speakengrecode_num -0.067 0.058
## edcatHS -0.099 -0.038 -0.111
## edcatLess than HS -0.118 -0.016 -0.072 0.628
## edcatSome Col -0.046 -0.061 -0.039 0.521 0.456
## syuzhetbyyear 0.000 -0.019 -0.004 0.019 0.030 0.013
## value -0.005 0.000 -0.003 0.001 0.003 0.000
## percent_emp_x 0.010 0.018 -0.001 0.016 0.021 0.010
## racecat2Black:syuzhetbyyear -0.002 0.002 0.000 -0.001 -0.004 -0.002
## racecat2Indigenous:syuzhetbyyear -0.003 0.000 0.002 0.000 -0.002 0.000
## racecat2Asian:syuzhetbyyear -0.001 0.001 0.001 -0.004 -0.004 -0.003
## racecat2Other:syuzhetbyyear 0.005 0.003 0.009 -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 -0.586 0.001 0.003 0.115 0.078 0.072
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -3.81897197 0.08981383 0.29818048 0.45803040 1.65343173
##
## Number of Observations: 305897
## 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
## 736163.7 736833.4 -368018.8
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.09590263 0.8053688
##
## 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) 10.781317 0.18853800 305613 57.18379
## racecat2Black -0.007266 0.01076555 305613 -0.67492
## racecat2Indigenous -0.072834 0.01546117 305613 -4.71074
## racecat2Asian 0.029756 0.01706271 305613 1.74394
## racecat2Other -0.046874 0.00320477 305613 -14.62645
## female -0.485388 0.00303372 305613 -159.99785
## maritalmarried -0.007148 0.00519037 305613 -1.37717
## maritalseparated -0.084947 0.00855851 305613 -9.92540
## maritalsingle -0.126553 0.00597052 305613 -21.19628
## maritalwidowed -0.049202 0.01321581 305613 -3.72293
## age -0.000657 0.00018195 305613 -3.61353
## citizennaturalized citizen 0.052085 0.00966394 305613 5.38960
## citizennot a citizen -0.149260 0.00979965 305613 -15.23116
## yrsusa1 0.009831 0.00016284 305613 60.37250
## speakengrecode_num -0.017159 0.00124292 305613 -13.80554
## edcatHS -0.471200 0.00422905 305613 -111.41992
## edcatLess than HS -0.579531 0.00495049 305613 -117.06545
## edcatSome Col -0.322567 0.00512088 305613 -62.99065
## bpldBelize -0.223088 0.08409532 305613 -2.65280
## bpldBolivia -0.272565 0.06420119 305613 -4.24549
## bpldBrazil -0.022771 0.04437195 305613 -0.51319
## bpldChile -0.115189 0.06223509 305613 -1.85086
## bpldColumbia -0.209070 0.04251753 305613 -4.91728
## bpldCosta Rica -0.274924 0.06662904 305613 -4.12618
## bpldCuba -0.262745 0.04439543 305613 -5.91829
## bpldDominican Republic -0.325440 0.04141500 305613 -7.85803
## bpldEcuador -0.288521 0.04527085 305613 -6.37321
## bpldEl Salvador -0.275392 0.03977973 305613 -6.92292
## bpldGuatemala -0.309694 0.04132442 305613 -7.49422
## bpldGuyana -0.130562 0.04877438 305613 -2.67686
## bpldHonduras -0.281292 0.04357338 305613 -6.45560
## bpldMexico -0.271279 0.03785450 305613 -7.16635
## bpldNicaragua -0.256330 0.05410632 305613 -4.73752
## bpldPanama -0.166633 0.05647437 305613 -2.95060
## bpldParaguay -0.193144 0.11322810 305613 -1.70580
## bpldPeru -0.218436 0.04446968 305613 -4.91202
## bpldUruguay -0.027290 0.08984058 305613 -0.30376
## bpldVenezuela -0.016908 0.05025656 305613 -0.33643
## syuzhetbyyear 0.137145 0.06469184 305613 2.11997
## value 0.000000 0.00000000 223 2.88455
## percent_emp_x 0.002598 0.00233746 223 1.11126
## bpldBelize:syuzhetbyyear 0.153080 0.14300304 305613 1.07047
## bpldBolivia:syuzhetbyyear -0.039715 0.11038218 305613 -0.35980
## bpldBrazil:syuzhetbyyear -0.102531 0.07688343 305613 -1.33359
## bpldChile:syuzhetbyyear -0.157464 0.10894556 305613 -1.44535
## bpldColumbia:syuzhetbyyear -0.032595 0.07337868 305613 -0.44420
## bpldCosta Rica:syuzhetbyyear 0.134564 0.11543528 305613 1.16571
## bpldCuba:syuzhetbyyear 0.011962 0.07663874 305613 0.15608
## bpldDominican Republic:syuzhetbyyear 0.003606 0.07127102 305613 0.05059
## bpldEcuador:syuzhetbyyear 0.052516 0.07756952 305613 0.67702
## bpldEl Salvador:syuzhetbyyear 0.017650 0.06846494 305613 0.25779
## bpldGuatemala:syuzhetbyyear -0.008100 0.07090699 305613 -0.11423
## bpldGuyana:syuzhetbyyear -0.020496 0.08320346 305613 -0.24633
## bpldHonduras:syuzhetbyyear 0.006114 0.07560054 305613 0.08087
## bpldMexico:syuzhetbyyear -0.013305 0.06518248 305613 -0.20411
## bpldNicaragua:syuzhetbyyear 0.007317 0.09313832 305613 0.07856
## bpldPanama:syuzhetbyyear 0.010530 0.10060117 305613 0.10467
## bpldParaguay:syuzhetbyyear -0.055684 0.18925214 305613 -0.29423
## bpldPeru:syuzhetbyyear -0.071543 0.07686827 305613 -0.93072
## bpldUruguay:syuzhetbyyear -0.135860 0.15529772 305613 -0.87484
## bpldVenezuela:syuzhetbyyear -0.319275 0.08581515 305613 -3.72049
## p-value
## (Intercept) 0.0000
## racecat2Black 0.4997
## racecat2Indigenous 0.0000
## racecat2Asian 0.0812
## racecat2Other 0.0000
## female 0.0000
## maritalmarried 0.1685
## maritalseparated 0.0000
## maritalsingle 0.0000
## maritalwidowed 0.0002
## age 0.0003
## 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 0.0080
## bpldBolivia 0.0000
## bpldBrazil 0.6078
## bpldChile 0.0642
## bpldColumbia 0.0000
## bpldCosta Rica 0.0000
## bpldCuba 0.0000
## bpldDominican Republic 0.0000
## bpldEcuador 0.0000
## bpldEl Salvador 0.0000
## bpldGuatemala 0.0000
## bpldGuyana 0.0074
## bpldHonduras 0.0000
## bpldMexico 0.0000
## bpldNicaragua 0.0000
## bpldPanama 0.0032
## bpldParaguay 0.0880
## bpldPeru 0.0000
## bpldUruguay 0.7613
## bpldVenezuela 0.7365
## syuzhetbyyear 0.0340
## value 0.0043
## percent_emp_x 0.2677
## bpldBelize:syuzhetbyyear 0.2844
## bpldBolivia:syuzhetbyyear 0.7190
## bpldBrazil:syuzhetbyyear 0.1823
## bpldChile:syuzhetbyyear 0.1484
## bpldColumbia:syuzhetbyyear 0.6569
## bpldCosta Rica:syuzhetbyyear 0.2437
## bpldCuba:syuzhetbyyear 0.8760
## bpldDominican Republic:syuzhetbyyear 0.9597
## bpldEcuador:syuzhetbyyear 0.4984
## bpldEl Salvador:syuzhetbyyear 0.7966
## bpldGuatemala:syuzhetbyyear 0.9091
## bpldGuyana:syuzhetbyyear 0.8054
## bpldHonduras:syuzhetbyyear 0.9355
## bpldMexico:syuzhetbyyear 0.8383
## bpldNicaragua:syuzhetbyyear 0.9374
## bpldPanama:syuzhetbyyear 0.9166
## bpldParaguay:syuzhetbyyear 0.7686
## bpldPeru:syuzhetbyyear 0.3520
## bpldUruguay:syuzhetbyyear 0.3817
## bpldVenezuela:syuzhetbyyear 0.0002
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female
## racecat2Black 0.003
## racecat2Indigenous 0.003 0.030
## racecat2Asian 0.001 0.205 0.021
## racecat2Other 0.009 0.159 0.087 0.101
## female -0.012 -0.004 0.003 -0.002 0.002
## maritalmarried -0.027 0.011 0.000 -0.002 0.006 0.104
## maritalseparated -0.015 0.000 0.000 0.001 -0.008 -0.019
## maritalsingle -0.027 -0.005 -0.001 -0.002 -0.008 0.071
## maritalwidowed -0.006 -0.002 0.002 -0.002 0.000 -0.038
## age -0.035 -0.007 0.001 0.004 0.020 -0.014
## citizennaturalized citizen -0.046 -0.019 -0.002 -0.013 -0.020 -0.012
## citizennot a citizen -0.049 -0.018 -0.002 -0.008 -0.027 0.011
## yrsusa1 -0.010 0.002 -0.002 0.003 0.001 0.019
## speakengrecode_num -0.010 -0.001 0.000 0.003 -0.011 0.020
## edcatHS -0.004 0.011 0.001 0.009 -0.043 0.070
## edcatLess than HS 0.001 0.014 -0.003 0.005 -0.050 0.075
## edcatSome Col -0.011 0.001 -0.001 0.009 -0.026 0.027
## bpldBelize -0.088 -0.058 -0.009 -0.014 -0.018 0.000
## bpldBolivia -0.120 0.000 -0.002 -0.002 -0.009 0.000
## bpldBrazil -0.163 -0.006 0.000 -0.005 -0.006 -0.003
## bpldChile -0.120 0.000 0.000 0.003 -0.004 0.001
## bpldColumbia -0.176 -0.005 0.000 0.000 -0.012 -0.006
## bpldCosta Rica -0.108 -0.010 0.000 0.000 -0.009 -0.002
## bpldCuba -0.168 -0.011 0.001 0.000 -0.005 0.000
## bpldDominican Republic -0.177 -0.028 -0.004 -0.005 -0.034 -0.007
## bpldEcuador -0.166 -0.001 -0.003 0.001 -0.018 -0.001
## bpldEl Salvador -0.194 -0.004 -0.003 0.001 -0.024 -0.002
## bpldGuatemala -0.186 -0.005 -0.006 0.000 -0.024 0.003
## bpldGuyana -0.152 -0.117 -0.004 -0.102 -0.033 -0.003
## bpldHonduras -0.175 -0.007 -0.001 0.000 -0.021 -0.002
## bpldMexico -0.209 -0.004 -0.004 0.002 -0.020 0.001
## bpldNicaragua -0.142 -0.003 -0.003 0.000 -0.017 -0.004
## bpldPanama -0.138 -0.045 -0.002 -0.016 -0.017 -0.006
## bpldParaguay -0.068 -0.002 -0.004 -0.007 -0.003 -0.002
## bpldPeru -0.170 -0.004 -0.006 -0.001 -0.019 -0.004
## bpldUruguay -0.080 0.000 0.001 0.001 -0.001 0.001
## bpldVenezuela -0.147 -0.005 -0.001 -0.005 -0.009 -0.001
## syuzhetbyyear -0.187 0.000 0.001 -0.003 -0.001 0.001
## value -0.007 -0.002 0.001 -0.001 -0.006 0.000
## percent_emp_x -0.977 -0.003 -0.003 -0.002 -0.009 0.002
## bpldBelize:syuzhetbyyear 0.081 -0.014 0.004 0.000 0.001 -0.003
## bpldBolivia:syuzhetbyyear 0.110 -0.001 -0.003 0.003 0.001 -0.003
## bpldBrazil:syuzhetbyyear 0.153 -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 0.163 0.001 -0.001 0.004 0.001 0.000
## bpldCosta Rica:syuzhetbyyear 0.100 0.002 -0.001 0.001 0.001 0.001
## bpldCuba:syuzhetbyyear 0.156 0.001 -0.001 0.003 -0.001 0.000
## bpldDominican Republic:syuzhetbyyear 0.167 -0.006 0.000 0.002 0.001 -0.002
## bpldEcuador:syuzhetbyyear 0.156 -0.002 -0.001 0.003 -0.001 -0.001
## bpldEl Salvador:syuzhetbyyear 0.176 0.000 -0.001 0.003 0.000 -0.002
## bpldGuatemala:syuzhetbyyear 0.170 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 0.159 -0.003 -0.004 0.002 0.000 -0.001
## bpldMexico:syuzhetbyyear 0.187 0.000 -0.001 0.003 0.000 -0.002
## bpldNicaragua:syuzhetbyyear 0.130 -0.003 0.000 0.002 -0.001 0.001
## bpldPanama:syuzhetbyyear 0.122 -0.006 -0.001 0.002 -0.001 0.000
## bpldParaguay:syuzhetbyyear 0.066 0.001 0.002 0.005 0.000 0.000
## bpldPeru:syuzhetbyyear 0.156 0.000 0.000 0.000 -0.001 0.000
## bpldUruguay:syuzhetbyyear 0.075 0.000 -0.001 0.002 0.001 -0.001
## bpldVenezuela:syuzhetbyyear 0.137 -0.002 -0.002 0.004 -0.002 -0.002
## mrtlmr mrtlsp mrtlsn mrtlwd age ctznnc
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated 0.521
## maritalsingle 0.773 0.464
## maritalwidowed 0.330 0.204 0.278
## age 0.048 0.018 0.197 -0.052
## citizennaturalized citizen -0.005 0.005 0.027 0.002 -0.076
## citizennot a citizen -0.007 -0.007 0.007 -0.003 -0.069 0.935
## yrsusa1 0.021 0.016 0.002 0.008 -0.484 0.056
## speakengrecode_num -0.004 0.001 0.020 0.008 -0.073 -0.057
## edcatHS 0.004 -0.023 0.000 -0.010 -0.042 -0.023
## edcatLess than HS -0.013 -0.030 -0.023 -0.024 -0.156 -0.015
## edcatSome Col 0.022 -0.005 0.016 0.000 0.019 -0.023
## bpldBelize 0.004 0.000 0.003 0.000 0.001 -0.001
## bpldBolivia 0.006 0.001 0.003 0.002 0.000 -0.001
## bpldBrazil 0.005 0.002 0.005 0.001 0.003 0.003
## bpldChile 0.001 -0.002 -0.001 -0.001 -0.003 0.000
## bpldColumbia 0.005 0.000 0.002 -0.001 -0.001 -0.001
## bpldCosta Rica 0.006 0.000 0.004 0.002 0.004 0.006
## bpldCuba 0.005 -0.001 0.001 0.000 0.000 -0.002
## bpldDominican Republic 0.008 -0.004 0.003 -0.002 0.005 -0.003
## bpldEcuador 0.004 -0.001 0.000 0.000 0.007 -0.003
## bpldEl Salvador 0.001 -0.003 -0.004 -0.003 0.015 -0.006
## bpldGuatemala 0.002 -0.003 -0.003 -0.003 0.019 -0.003
## bpldGuyana -0.001 -0.002 -0.002 -0.003 -0.006 -0.004
## bpldHonduras 0.003 -0.003 -0.005 -0.001 0.018 -0.005
## bpldMexico 0.000 -0.004 -0.002 -0.003 0.020 -0.004
## bpldNicaragua 0.002 -0.002 -0.002 -0.001 0.009 -0.004
## bpldPanama 0.003 0.001 0.001 0.001 0.004 0.050
## bpldParaguay 0.000 0.000 0.002 -0.003 0.002 0.004
## bpldPeru 0.004 -0.001 0.000 -0.001 -0.004 0.001
## bpldUruguay 0.001 -0.001 0.002 0.000 -0.002 -0.001
## bpldVenezuela 0.002 -0.001 0.004 -0.001 0.003 0.006
## syuzhetbyyear 0.004 0.001 0.001 0.000 -0.001 -0.003
## value 0.000 -0.002 -0.004 0.000 -0.002 -0.004
## 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 0.002
## bpldBolivia:syuzhetbyyear -0.006 -0.002 -0.002 -0.002 0.002 0.003
## bpldBrazil:syuzhetbyyear -0.004 -0.001 -0.002 -0.001 0.000 0.003
## bpldChile:syuzhetbyyear 0.000 0.001 -0.001 0.000 0.004 0.002
## bpldColumbia:syuzhetbyyear -0.004 -0.001 -0.002 0.000 0.001 0.001
## 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 0.002
## bpldDominican Republic:syuzhetbyyear -0.004 0.000 -0.001 0.001 0.000 0.005
## bpldEcuador:syuzhetbyyear -0.003 -0.001 -0.001 0.000 0.000 0.002
## bpldEl Salvador:syuzhetbyyear -0.003 0.000 -0.001 0.001 -0.002 0.004
## bpldGuatemala:syuzhetbyyear -0.004 -0.001 -0.003 0.000 -0.002 0.003
## bpldGuyana:syuzhetbyyear -0.002 0.001 -0.001 0.000 0.000 0.003
## bpldHonduras:syuzhetbyyear -0.003 0.001 -0.001 -0.001 -0.003 0.005
## bpldMexico:syuzhetbyyear -0.003 0.000 -0.002 0.000 -0.001 0.004
## bpldNicaragua:syuzhetbyyear -0.001 0.000 0.000 0.000 -0.002 0.003
## bpldPanama:syuzhetbyyear -0.002 -0.001 -0.002 -0.002 -0.002 -0.004
## bpldParaguay:syuzhetbyyear 0.001 0.001 -0.002 0.002 0.001 -0.001
## bpldPeru:syuzhetbyyear -0.002 0.000 -0.001 0.000 0.000 0.000
## bpldUruguay:syuzhetbyyear 0.001 0.002 0.000 0.000 0.001 0.002
## 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 0.178
## speakengrecode_num -0.060 0.065
## edcatHS -0.076 -0.004 -0.097
## edcatLess than HS -0.090 0.021 -0.055 0.654
## edcatSome Col -0.038 -0.046 -0.033 0.529 0.466
## bpldBelize 0.001 0.000 0.012 -0.006 -0.007 -0.004
## bpldBolivia 0.000 0.003 -0.003 -0.006 -0.004 -0.009
## bpldBrazil 0.003 0.012 -0.002 -0.003 -0.002 -0.001
## bpldChile 0.001 0.002 0.000 -0.001 0.000 -0.002
## bpldColumbia 0.002 0.011 -0.006 -0.003 -0.004 -0.002
## bpldCosta Rica 0.008 0.003 -0.002 -0.006 -0.006 -0.004
## bpldCuba -0.002 0.001 -0.003 -0.012 -0.007 -0.004
## bpldDominican Republic 0.002 0.009 -0.004 -0.020 -0.020 -0.015
## bpldEcuador -0.001 0.004 -0.008 -0.015 -0.017 -0.012
## bpldEl Salvador -0.005 -0.002 -0.009 -0.035 -0.041 -0.018
## bpldGuatemala -0.003 0.000 -0.009 -0.029 -0.040 -0.015
## bpldGuyana 0.003 0.011 0.030 -0.017 -0.013 -0.007
## bpldHonduras -0.006 0.002 -0.007 -0.029 -0.038 -0.014
## bpldMexico -0.006 -0.008 -0.011 -0.037 -0.042 -0.017
## bpldNicaragua -0.002 -0.004 -0.004 -0.015 -0.014 -0.010
## bpldPanama 0.049 -0.012 0.004 -0.009 -0.008 -0.007
## bpldParaguay 0.004 -0.001 0.000 0.000 -0.001 0.001
## bpldPeru 0.004 0.011 -0.005 -0.006 -0.005 -0.008
## bpldUruguay -0.002 0.001 0.001 -0.007 -0.004 -0.007
## bpldVenezuela 0.008 0.009 0.000 0.008 0.005 0.006
## 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 0.002 0.004
## bpldBelize:syuzhetbyyear 0.001 -0.001 -0.001 -0.003 0.000 -0.004
## bpldBolivia:syuzhetbyyear 0.003 -0.002 -0.001 -0.001 -0.002 0.000
## bpldBrazil:syuzhetbyyear 0.002 -0.001 0.001 0.001 0.001 0.000
## bpldChile:syuzhetbyyear 0.002 -0.003 0.000 0.001 0.000 0.001
## bpldColumbia:syuzhetbyyear 0.000 -0.005 -0.001 -0.002 -0.002 -0.003
## bpldCosta Rica:syuzhetbyyear -0.002 -0.005 0.001 -0.004 -0.003 -0.004
## bpldCuba:syuzhetbyyear 0.002 0.000 -0.002 -0.002 -0.002 -0.003
## bpldDominican Republic:syuzhetbyyear 0.004 -0.003 -0.002 -0.001 -0.001 -0.001
## bpldEcuador:syuzhetbyyear 0.002 -0.005 0.000 -0.002 -0.001 -0.001
## bpldEl Salvador:syuzhetbyyear 0.003 -0.004 -0.001 -0.001 0.002 -0.002
## bpldGuatemala:syuzhetbyyear 0.002 -0.004 -0.001 -0.002 0.000 -0.003
## bpldGuyana:syuzhetbyyear 0.002 -0.004 -0.001 -0.004 -0.003 -0.004
## bpldHonduras:syuzhetbyyear 0.004 -0.003 -0.001 -0.001 0.002 -0.003
## bpldMexico:syuzhetbyyear 0.002 -0.006 -0.001 -0.002 0.000 -0.002
## bpldNicaragua:syuzhetbyyear 0.003 -0.002 -0.002 -0.002 -0.002 -0.001
## bpldPanama:syuzhetbyyear -0.005 -0.002 -0.001 0.003 0.002 0.001
## bpldParaguay:syuzhetbyyear -0.001 0.001 -0.001 -0.004 -0.003 -0.003
## bpldPeru:syuzhetbyyear -0.001 -0.004 -0.002 -0.002 -0.001 -0.002
## bpldUruguay:syuzhetbyyear 0.003 0.000 -0.002 0.000 -0.001 0.002
## bpldVenezuela:syuzhetbyyear -0.001 0.003 -0.004 0.003 0.003 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 0.259
## bpldBrazil 0.375 0.491
## bpldChile 0.267 0.350 0.507
## bpldColumbia 0.392 0.513 0.742 0.529
## bpldCosta Rica 0.250 0.327 0.474 0.338 0.494
## bpldCuba 0.376 0.491 0.710 0.506 0.742
## bpldDominican Republic 0.404 0.527 0.764 0.543 0.797
## bpldEcuador 0.368 0.481 0.696 0.497 0.728
## bpldEl Salvador 0.419 0.551 0.793 0.565 0.828
## bpldGuatemala 0.404 0.529 0.763 0.544 0.797
## bpldGuyana 0.349 0.447 0.647 0.460 0.676
## bpldHonduras 0.383 0.501 0.724 0.516 0.756
## bpldMexico 0.441 0.576 0.832 0.594 0.870
## bpldNicaragua 0.308 0.404 0.582 0.416 0.609
## bpldPanama 0.298 0.386 0.558 0.398 0.583
## bpldParaguay 0.147 0.193 0.279 0.199 0.291
## bpldPeru 0.375 0.491 0.709 0.506 0.741
## bpldUruguay 0.185 0.243 0.351 0.250 0.366
## bpldVenezuela 0.331 0.434 0.628 0.447 0.655
## syuzhetbyyear 0.409 0.536 0.773 0.552 0.808
## 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 -0.242 -0.350 -0.250 -0.365
## bpldBolivia:syuzhetbyyear -0.239 -0.916 -0.453 -0.323 -0.474
## bpldBrazil:syuzhetbyyear -0.343 -0.450 -0.919 -0.464 -0.680
## bpldChile:syuzhetbyyear -0.242 -0.318 -0.460 -0.916 -0.480
## bpldColumbia:syuzhetbyyear -0.360 -0.472 -0.683 -0.487 -0.920
## bpldCosta Rica:syuzhetbyyear -0.229 -0.300 -0.434 -0.309 -0.453
## bpldCuba:syuzhetbyyear -0.345 -0.452 -0.653 -0.466 -0.682
## bpldDominican Republic:syuzhetbyyear -0.370 -0.486 -0.704 -0.501 -0.734
## bpldEcuador:syuzhetbyyear -0.341 -0.446 -0.645 -0.460 -0.674
## bpldEl Salvador:syuzhetbyyear -0.386 -0.506 -0.731 -0.521 -0.763
## bpldGuatemala:syuzhetbyyear -0.373 -0.489 -0.706 -0.503 -0.737
## bpldGuyana:syuzhetbyyear -0.318 -0.416 -0.602 -0.429 -0.628
## bpldHonduras:syuzhetbyyear -0.349 -0.458 -0.662 -0.472 -0.692
## bpldMexico:syuzhetbyyear -0.405 -0.531 -0.768 -0.548 -0.802
## bpldNicaragua:syuzhetbyyear -0.284 -0.372 -0.537 -0.383 -0.561
## bpldPanama:syuzhetbyyear -0.262 -0.344 -0.498 -0.355 -0.519
## bpldParaguay:syuzhetbyyear -0.140 -0.183 -0.265 -0.189 -0.276
## bpldPeru:syuzhetbyyear -0.344 -0.450 -0.651 -0.465 -0.680
## bpldUruguay:syuzhetbyyear -0.170 -0.223 -0.323 -0.230 -0.336
## bpldVenezuela:syuzhetbyyear -0.308 -0.404 -0.583 -0.416 -0.609
## 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 0.473
## bpldDominican Republic 0.508 0.761
## bpldEcuador 0.464 0.697 0.750
## bpldEl Salvador 0.528 0.793 0.851 0.779
## bpldGuatemala 0.509 0.763 0.820 0.750 0.856
## bpldGuyana 0.432 0.648 0.699 0.637 0.722 0.695
## bpldHonduras 0.483 0.724 0.777 0.711 0.812 0.781
## bpldMexico 0.555 0.834 0.893 0.818 0.934 0.899
## bpldNicaragua 0.388 0.583 0.625 0.572 0.652 0.628
## bpldPanama 0.373 0.559 0.599 0.547 0.623 0.600
## bpldParaguay 0.185 0.278 0.298 0.273 0.311 0.299
## bpldPeru 0.472 0.709 0.761 0.696 0.792 0.762
## bpldUruguay 0.234 0.351 0.377 0.345 0.392 0.377
## bpldVenezuela 0.418 0.628 0.672 0.615 0.700 0.674
## syuzhetbyyear 0.515 0.774 0.830 0.760 0.864 0.832
## value 0.001 0.000 -0.001 -0.002 -0.002 0.000
## percent_emp_x -0.004 0.001 -0.002 0.002 0.008 0.006
## bpldBelize:syuzhetbyyear -0.233 -0.350 -0.375 -0.343 -0.390 -0.376
## bpldBolivia:syuzhetbyyear -0.302 -0.453 -0.486 -0.445 -0.507 -0.488
## bpldBrazil:syuzhetbyyear -0.434 -0.650 -0.698 -0.638 -0.726 -0.699
## bpldChile:syuzhetbyyear -0.306 -0.459 -0.492 -0.450 -0.513 -0.494
## bpldColumbia:syuzhetbyyear -0.455 -0.682 -0.732 -0.669 -0.762 -0.733
## bpldCosta Rica:syuzhetbyyear -0.922 -0.434 -0.465 -0.425 -0.484 -0.466
## bpldCuba:syuzhetbyyear -0.435 -0.918 -0.700 -0.641 -0.729 -0.702
## bpldDominican Republic:syuzhetbyyear -0.468 -0.702 -0.919 -0.689 -0.784 -0.755
## bpldEcuador:syuzhetbyyear -0.430 -0.645 -0.692 -0.923 -0.721 -0.694
## bpldEl Salvador:syuzhetbyyear -0.487 -0.731 -0.784 -0.717 -0.918 -0.786
## bpldGuatemala:syuzhetbyyear -0.470 -0.706 -0.757 -0.693 -0.788 -0.918
## bpldGuyana:syuzhetbyyear -0.401 -0.602 -0.645 -0.590 -0.672 -0.647
## bpldHonduras:syuzhetbyyear -0.441 -0.662 -0.710 -0.649 -0.740 -0.712
## bpldMexico:syuzhetbyyear -0.511 -0.768 -0.823 -0.753 -0.858 -0.825
## bpldNicaragua:syuzhetbyyear -0.358 -0.537 -0.576 -0.527 -0.600 -0.578
## bpldPanama:syuzhetbyyear -0.332 -0.497 -0.533 -0.488 -0.555 -0.535
## bpldParaguay:syuzhetbyyear -0.176 -0.264 -0.283 -0.259 -0.295 -0.284
## bpldPeru:syuzhetbyyear -0.434 -0.651 -0.698 -0.639 -0.727 -0.700
## bpldUruguay:syuzhetbyyear -0.215 -0.322 -0.345 -0.316 -0.360 -0.346
## bpldVenezuela:syuzhetbyyear -0.389 -0.583 -0.625 -0.572 -0.651 -0.627
## 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 0.659
## bpldMexico 0.757 0.853
## bpldNicaragua 0.531 0.596 0.685
## bpldPanama 0.514 0.569 0.655 0.459
## bpldParaguay 0.254 0.284 0.326 0.228 0.219
## bpldPeru 0.646 0.723 0.832 0.582 0.558 0.278
## bpldUruguay 0.320 0.358 0.411 0.288 0.276 0.137
## bpldVenezuela 0.572 0.639 0.735 0.515 0.494 0.246
## syuzhetbyyear 0.706 0.789 0.908 0.635 0.608 0.303
## value -0.001 0.001 0.001 0.000 0.003 0.000
## percent_emp_x 0.000 0.005 0.013 0.005 0.004 0.002
## bpldBelize:syuzhetbyyear -0.318 -0.356 -0.410 -0.287 -0.274 -0.137
## bpldBolivia:syuzhetbyyear -0.413 -0.462 -0.532 -0.372 -0.356 -0.178
## bpldBrazil:syuzhetbyyear -0.592 -0.663 -0.763 -0.534 -0.511 -0.255
## bpldChile:syuzhetbyyear -0.418 -0.468 -0.539 -0.377 -0.361 -0.180
## bpldColumbia:syuzhetbyyear -0.621 -0.696 -0.800 -0.560 -0.536 -0.267
## bpldCosta Rica:syuzhetbyyear -0.395 -0.442 -0.508 -0.356 -0.341 -0.170
## bpldCuba:syuzhetbyyear -0.595 -0.666 -0.766 -0.536 -0.513 -0.256
## bpldDominican Republic:syuzhetbyyear -0.639 -0.716 -0.824 -0.576 -0.551 -0.275
## bpldEcuador:syuzhetbyyear -0.588 -0.658 -0.757 -0.530 -0.507 -0.253
## bpldEl Salvador:syuzhetbyyear -0.666 -0.746 -0.858 -0.600 -0.574 -0.287
## bpldGuatemala:syuzhetbyyear -0.643 -0.720 -0.828 -0.579 -0.554 -0.277
## bpldGuyana:syuzhetbyyear -0.915 -0.613 -0.706 -0.494 -0.473 -0.236
## bpldHonduras:syuzhetbyyear -0.603 -0.917 -0.777 -0.544 -0.520 -0.259
## bpldMexico:syuzhetbyyear -0.700 -0.783 -0.916 -0.630 -0.603 -0.301
## bpldNicaragua:syuzhetbyyear -0.489 -0.548 -0.630 -0.919 -0.422 -0.211
## bpldPanama:syuzhetbyyear -0.453 -0.507 -0.584 -0.409 -0.912 -0.195
## bpldParaguay:syuzhetbyyear -0.241 -0.269 -0.310 -0.217 -0.208 -0.918
## bpldPeru:syuzhetbyyear -0.593 -0.664 -0.764 -0.534 -0.512 -0.255
## bpldUruguay:syuzhetbyyear -0.294 -0.328 -0.378 -0.264 -0.254 -0.126
## bpldVenezuela:syuzhetbyyear -0.531 -0.594 -0.684 -0.479 -0.459 -0.229
## 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 0.350
## bpldVenezuela 0.626 0.310
## syuzhetbyyear 0.773 0.383 0.683
## value -0.001 0.001 0.001 -0.001
## percent_emp_x 0.003 -0.002 -0.001 0.005 -0.015
## bpldBelize:syuzhetbyyear -0.349 -0.173 -0.309 -0.452 -0.001 0.001
## bpldBolivia:syuzhetbyyear -0.453 -0.224 -0.401 -0.586 0.001 -0.004
## bpldBrazil:syuzhetbyyear -0.650 -0.322 -0.575 -0.839 0.001 0.000
## bpldChile:syuzhetbyyear -0.459 -0.227 -0.406 -0.592 0.000 -0.001
## bpldColumbia:syuzhetbyyear -0.681 -0.337 -0.603 -0.880 0.000 -0.003
## bpldCosta Rica:syuzhetbyyear -0.433 -0.214 -0.383 -0.559 0.000 0.002
## bpldCuba:syuzhetbyyear -0.652 -0.323 -0.577 -0.843 0.001 -0.002
## bpldDominican Republic:syuzhetbyyear -0.701 -0.347 -0.620 -0.906 -0.001 -0.001
## bpldEcuador:syuzhetbyyear -0.644 -0.319 -0.570 -0.833 0.000 -0.004
## bpldEl Salvador:syuzhetbyyear -0.730 -0.361 -0.646 -0.943 0.001 -0.004
## bpldGuatemala:syuzhetbyyear -0.705 -0.349 -0.624 -0.911 0.000 -0.004
## bpldGuyana:syuzhetbyyear -0.601 -0.297 -0.532 -0.777 -0.001 -0.002
## bpldHonduras:syuzhetbyyear -0.661 -0.327 -0.585 -0.854 0.000 -0.003
## bpldMexico:syuzhetbyyear -0.767 -0.379 -0.678 -0.991 0.001 -0.006
## bpldNicaragua:syuzhetbyyear -0.537 -0.266 -0.475 -0.693 0.000 -0.003
## bpldPanama:syuzhetbyyear -0.497 -0.246 -0.440 -0.642 -0.001 -0.004
## bpldParaguay:syuzhetbyyear -0.264 -0.131 -0.234 -0.341 0.000 -0.003
## bpldPeru:syuzhetbyyear -0.920 -0.322 -0.575 -0.840 0.000 -0.003
## bpldUruguay:syuzhetbyyear -0.322 -0.931 -0.285 -0.416 -0.001 0.001
## bpldVenezuela:syuzhetbyyear -0.582 -0.288 -0.919 -0.752 -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 0.492
## bpldChile:syuzhetbyyear 0.268 0.347 0.498
## bpldColumbia:syuzhetbyyear 0.398 0.516 0.740 0.522
## bpldCosta Rica:syuzhetbyyear 0.253 0.328 0.471 0.332 0.493
## bpldCuba:syuzhetbyyear 0.381 0.494 0.708 0.500 0.743
## bpldDominican Republic:syuzhetbyyear 0.410 0.531 0.762 0.538 0.799
## bpldEcuador:syuzhetbyyear 0.376 0.488 0.700 0.494 0.734
## bpldEl Salvador:syuzhetbyyear 0.427 0.553 0.793 0.560 0.831
## bpldGuatemala:syuzhetbyyear 0.412 0.534 0.765 0.540 0.802
## bpldGuyana:syuzhetbyyear 0.351 0.455 0.653 0.461 0.684
## bpldHonduras:syuzhetbyyear 0.386 0.501 0.718 0.507 0.753
## bpldMexico:syuzhetbyyear 0.448 0.581 0.833 0.588 0.873
## bpldNicaragua:syuzhetbyyear 0.314 0.406 0.583 0.411 0.611
## bpldPanama:syuzhetbyyear 0.290 0.376 0.540 0.381 0.566
## bpldParaguay:syuzhetbyyear 0.154 0.200 0.287 0.203 0.301
## bpldPeru:syuzhetbyyear 0.380 0.492 0.706 0.499 0.740
## bpldUruguay:syuzhetbyyear 0.188 0.244 0.350 0.247 0.366
## bpldVenezuela:syuzhetbyyear 0.340 0.441 0.633 0.446 0.663
## 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 0.472
## bpldDominican Republic:syuzhetbyyear 0.508 0.764
## bpldEcuador:syuzhetbyyear 0.466 0.703 0.756
## bpldEl Salvador:syuzhetbyyear 0.528 0.796 0.856 0.786
## bpldGuatemala:syuzhetbyyear 0.510 0.768 0.826 0.759 0.861
## bpldGuyana:syuzhetbyyear 0.435 0.655 0.705 0.647 0.733
## bpldHonduras:syuzhetbyyear 0.479 0.721 0.775 0.712 0.807
## bpldMexico:syuzhetbyyear 0.555 0.836 0.898 0.826 0.936
## bpldNicaragua:syuzhetbyyear 0.388 0.585 0.629 0.578 0.655
## bpldPanama:syuzhetbyyear 0.360 0.542 0.582 0.535 0.606
## bpldParaguay:syuzhetbyyear 0.191 0.288 0.310 0.285 0.322
## bpldPeru:syuzhetbyyear 0.470 0.709 0.762 0.700 0.793
## bpldUruguay:syuzhetbyyear 0.233 0.351 0.377 0.347 0.393
## bpldVenezuela:syuzhetbyyear 0.422 0.636 0.683 0.627 0.710
## 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 0.708
## bpldHonduras:syuzhetbyyear 0.779 0.664
## bpldMexico:syuzhetbyyear 0.904 0.770 0.848
## bpldNicaragua:syuzhetbyyear 0.633 0.539 0.593 0.688
## bpldPanama:syuzhetbyyear 0.585 0.499 0.549 0.637 0.446
## bpldParaguay:syuzhetbyyear 0.311 0.265 0.292 0.338 0.237
## bpldPeru:syuzhetbyyear 0.766 0.653 0.719 0.833 0.583
## bpldUruguay:syuzhetbyyear 0.379 0.323 0.356 0.412 0.289
## bpldVenezuela:syuzhetbyyear 0.686 0.585 0.644 0.746 0.522
## 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 0.219
## bpldPeru:syuzhetbyyear 0.540 0.287
## bpldUruguay:syuzhetbyyear 0.268 0.142 0.350
## bpldVenezuela:syuzhetbyyear 0.484 0.257 0.633 0.314
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -14.14534092 -0.41464537 0.09618572 0.55438089 4.84889145
##
## Number of Observations: 305897
## 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
## 1534026 1534696 -766950
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.3019383 2.967601
##
## 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) 9.986782 0.6190391 305613 16.13272
## racecat2Black 0.158225 0.0396661 305613 3.98891
## racecat2Indigenous -0.038340 0.0569678 305613 -0.67302
## racecat2Asian 0.165128 0.0628699 305613 2.62651
## racecat2Other -0.038901 0.0118058 305613 -3.29506
## female -0.446779 0.0111783 305613 -39.96855
## maritalmarried 0.076095 0.0191248 305613 3.97885
## maritalseparated -0.118861 0.0315357 305613 -3.76910
## maritalsingle -0.008219 0.0219993 305613 -0.37362
## maritalwidowed -0.031352 0.0486964 305613 -0.64383
## age -0.016944 0.0006704 305613 -25.27341
## citizennaturalized citizen 0.017666 0.0356071 305613 0.49614
## citizennot a citizen -0.434980 0.0361070 305613 -12.04698
## yrsusa1 0.011436 0.0006000 305613 19.06129
## speakengrecode_num -0.061557 0.0045796 305613 -13.44162
## edcatHS -0.810270 0.0155814 305613 -52.00248
## edcatLess than HS -0.919879 0.0182389 305613 -50.43501
## edcatSome Col -0.539581 0.0188681 305613 -28.59756
## bpldBelize 0.278886 0.3098251 305613 0.90014
## bpldBolivia -0.227944 0.2365517 305613 -0.96361
## bpldBrazil -0.320134 0.1634864 305613 -1.95817
## bpldChile 0.317577 0.2293044 305613 1.38496
## bpldColumbia 0.077998 0.1566579 305613 0.49789
## bpldCosta Rica -0.218487 0.2454967 305613 -0.88998
## bpldCuba 0.269911 0.1635700 305613 1.65012
## bpldDominican Republic 0.098138 0.1525816 305613 0.64318
## bpldEcuador -0.090661 0.1668015 305613 -0.54353
## bpldEl Salvador 0.266719 0.1465703 305613 1.81973
## bpldGuatemala 0.014939 0.1522604 305613 0.09812
## bpldGuyana 0.276074 0.1797128 305613 1.53620
## bpldHonduras 0.066917 0.1605474 305613 0.41680
## bpldMexico 0.247492 0.1394734 305613 1.77448
## bpldNicaragua 0.064196 0.1993575 305613 0.32202
## bpldPanama 0.261659 0.2080528 305613 1.25766
## bpldParaguay -1.085931 0.4171816 305613 -2.60302
## bpldPeru -0.034440 0.1638510 305613 -0.21019
## bpldUruguay -0.344985 0.3310210 305613 -1.04218
## bpldVenezuela 0.529304 0.1851721 305613 2.85844
## syuzhetbyyear 0.447429 0.2383570 305613 1.87714
## value 0.000000 0.0000000 223 0.34291
## percent_emp_x 0.012002 0.0076354 223 1.57192
## bpldBelize:syuzhetbyyear -0.155414 0.5268593 305613 -0.29498
## bpldBolivia:syuzhetbyyear 0.086575 0.4067032 305613 0.21287
## bpldBrazil:syuzhetbyyear -0.566950 0.2832809 305613 -2.00137
## bpldChile:syuzhetbyyear -0.736190 0.4014105 305613 -1.83401
## bpldColumbia:syuzhetbyyear -0.163164 0.2703685 305613 -0.60349
## bpldCosta Rica:syuzhetbyyear 0.318235 0.4253280 305613 0.74821
## bpldCuba:syuzhetbyyear -0.388194 0.2823679 305613 -1.37478
## bpldDominican Republic:syuzhetbyyear -0.158294 0.2625906 305613 -0.60282
## bpldEcuador:syuzhetbyyear -0.002903 0.2858077 305613 -0.01016
## bpldEl Salvador:syuzhetbyyear -0.444768 0.2522649 305613 -1.76310
## bpldGuatemala:syuzhetbyyear -0.664667 0.2612625 305613 -2.54406
## bpldGuyana:syuzhetbyyear -0.257900 0.3065702 305613 -0.84124
## bpldHonduras:syuzhetbyyear -0.240270 0.2785561 305613 -0.86255
## bpldMexico:syuzhetbyyear -0.386797 0.2401686 305613 -1.61052
## bpldNicaragua:syuzhetbyyear -0.143576 0.3431742 305613 -0.41838
## bpldPanama:syuzhetbyyear 0.011185 0.3706385 305613 0.03018
## bpldParaguay:syuzhetbyyear 0.588865 0.6972889 305613 0.84451
## bpldPeru:syuzhetbyyear -0.045593 0.2832273 305613 -0.16098
## bpldUruguay:syuzhetbyyear 0.413153 0.5722120 305613 0.72203
## bpldVenezuela:syuzhetbyyear -0.958437 0.3161919 305613 -3.03119
## p-value
## (Intercept) 0.0000
## racecat2Black 0.0001
## racecat2Indigenous 0.5009
## racecat2Asian 0.0086
## racecat2Other 0.0010
## female 0.0000
## maritalmarried 0.0001
## maritalseparated 0.0002
## maritalsingle 0.7087
## maritalwidowed 0.5197
## age 0.0000
## citizennaturalized citizen 0.6198
## 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 0.3680
## bpldBolivia 0.3352
## bpldBrazil 0.0502
## bpldChile 0.1661
## bpldColumbia 0.6186
## bpldCosta Rica 0.3735
## bpldCuba 0.0989
## bpldDominican Republic 0.5201
## bpldEcuador 0.5868
## bpldEl Salvador 0.0688
## bpldGuatemala 0.9218
## bpldGuyana 0.1245
## bpldHonduras 0.6768
## bpldMexico 0.0760
## bpldNicaragua 0.7474
## bpldPanama 0.2085
## bpldParaguay 0.0092
## bpldPeru 0.8335
## bpldUruguay 0.2973
## bpldVenezuela 0.0043
## syuzhetbyyear 0.0605
## value 0.7320
## percent_emp_x 0.1174
## bpldBelize:syuzhetbyyear 0.7680
## bpldBolivia:syuzhetbyyear 0.8314
## bpldBrazil:syuzhetbyyear 0.0454
## bpldChile:syuzhetbyyear 0.0667
## bpldColumbia:syuzhetbyyear 0.5462
## bpldCosta Rica:syuzhetbyyear 0.4543
## bpldCuba:syuzhetbyyear 0.1692
## bpldDominican Republic:syuzhetbyyear 0.5466
## bpldEcuador:syuzhetbyyear 0.9919
## bpldEl Salvador:syuzhetbyyear 0.0779
## bpldGuatemala:syuzhetbyyear 0.0110
## bpldGuyana:syuzhetbyyear 0.4002
## bpldHonduras:syuzhetbyyear 0.3884
## bpldMexico:syuzhetbyyear 0.1073
## bpldNicaragua:syuzhetbyyear 0.6757
## bpldPanama:syuzhetbyyear 0.9759
## bpldParaguay:syuzhetbyyear 0.3984
## bpldPeru:syuzhetbyyear 0.8721
## bpldUruguay:syuzhetbyyear 0.4703
## bpldVenezuela:syuzhetbyyear 0.0024
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female
## racecat2Black 0.004
## racecat2Indigenous 0.003 0.030
## racecat2Asian 0.001 0.205 0.021
## racecat2Other 0.010 0.159 0.087 0.101
## female -0.014 -0.004 0.003 -0.002 0.002
## maritalmarried -0.031 0.011 0.000 -0.002 0.006 0.104
## maritalseparated -0.017 0.000 0.000 0.001 -0.008 -0.019
## maritalsingle -0.030 -0.005 -0.001 -0.002 -0.008 0.071
## maritalwidowed -0.007 -0.002 0.002 -0.002 0.000 -0.038
## age -0.039 -0.007 0.001 0.004 0.020 -0.014
## citizennaturalized citizen -0.051 -0.019 -0.002 -0.013 -0.020 -0.012
## citizennot a citizen -0.055 -0.018 -0.002 -0.008 -0.027 0.011
## yrsusa1 -0.011 0.002 -0.002 0.003 0.001 0.019
## speakengrecode_num -0.011 -0.001 0.000 0.003 -0.011 0.020
## edcatHS -0.003 0.011 0.001 0.009 -0.043 0.070
## edcatLess than HS 0.001 0.014 -0.003 0.005 -0.050 0.075
## edcatSome Col -0.012 0.001 -0.001 0.009 -0.026 0.027
## bpldBelize -0.100 -0.058 -0.009 -0.014 -0.018 0.000
## bpldBolivia -0.134 0.000 -0.002 -0.002 -0.009 0.000
## bpldBrazil -0.183 -0.006 0.000 -0.005 -0.006 -0.003
## bpldChile -0.135 0.000 0.000 0.003 -0.004 0.001
## bpldColumbia -0.197 -0.005 0.000 0.000 -0.012 -0.006
## bpldCosta Rica -0.122 -0.010 0.000 0.000 -0.009 -0.002
## bpldCuba -0.188 -0.011 0.001 0.000 -0.005 0.000
## bpldDominican Republic -0.199 -0.028 -0.004 -0.005 -0.034 -0.007
## bpldEcuador -0.186 -0.001 -0.003 0.001 -0.018 -0.001
## bpldEl Salvador -0.217 -0.004 -0.003 0.001 -0.024 -0.002
## bpldGuatemala -0.208 -0.005 -0.006 0.000 -0.024 0.003
## bpldGuyana -0.170 -0.117 -0.005 -0.102 -0.033 -0.003
## bpldHonduras -0.196 -0.007 -0.001 0.000 -0.021 -0.002
## bpldMexico -0.235 -0.004 -0.004 0.002 -0.020 0.001
## bpldNicaragua -0.159 -0.003 -0.003 0.000 -0.017 -0.004
## bpldPanama -0.155 -0.045 -0.002 -0.016 -0.017 -0.006
## bpldParaguay -0.076 -0.002 -0.004 -0.007 -0.003 -0.002
## bpldPeru -0.190 -0.004 -0.006 -0.001 -0.019 -0.004
## bpldUruguay -0.090 0.000 0.001 0.001 -0.001 0.001
## bpldVenezuela -0.165 -0.005 -0.001 -0.005 -0.009 -0.001
## syuzhetbyyear -0.210 0.000 0.001 -0.003 -0.001 0.001
## value 0.003 -0.002 0.000 -0.001 -0.007 0.000
## percent_emp_x -0.971 -0.004 -0.004 -0.003 -0.011 0.002
## bpldBelize:syuzhetbyyear 0.092 -0.014 0.004 0.000 0.001 -0.003
## bpldBolivia:syuzhetbyyear 0.124 -0.001 -0.003 0.003 0.001 -0.003
## bpldBrazil:syuzhetbyyear 0.172 -0.001 -0.001 0.000 -0.001 -0.001
## bpldChile:syuzhetbyyear 0.122 0.000 -0.001 0.000 -0.001 -0.001
## bpldColumbia:syuzhetbyyear 0.183 0.001 -0.001 0.004 0.001 0.000
## bpldCosta Rica:syuzhetbyyear 0.113 0.002 -0.001 0.001 0.001 0.001
## bpldCuba:syuzhetbyyear 0.175 0.001 -0.001 0.003 -0.001 0.000
## bpldDominican Republic:syuzhetbyyear 0.187 -0.006 0.000 0.002 0.001 -0.002
## bpldEcuador:syuzhetbyyear 0.174 -0.002 -0.001 0.003 -0.001 -0.001
## bpldEl Salvador:syuzhetbyyear 0.198 0.000 -0.001 0.003 0.000 -0.002
## bpldGuatemala:syuzhetbyyear 0.191 0.000 -0.003 0.002 0.000 -0.002
## bpldGuyana:syuzhetbyyear 0.161 0.010 -0.002 -0.009 0.001 -0.001
## bpldHonduras:syuzhetbyyear 0.178 -0.003 -0.004 0.002 0.000 -0.001
## bpldMexico:syuzhetbyyear 0.210 0.000 -0.001 0.003 0.000 -0.002
## bpldNicaragua:syuzhetbyyear 0.145 -0.003 0.000 0.002 -0.001 0.001
## bpldPanama:syuzhetbyyear 0.137 -0.006 -0.001 0.002 -0.001 0.000
## bpldParaguay:syuzhetbyyear 0.073 0.001 0.002 0.005 0.000 0.000
## bpldPeru:syuzhetbyyear 0.175 0.000 0.000 0.000 -0.001 0.000
## bpldUruguay:syuzhetbyyear 0.084 0.000 -0.001 0.002 0.001 -0.001
## bpldVenezuela:syuzhetbyyear 0.153 -0.002 -0.002 0.004 -0.002 -0.002
## mrtlmr mrtlsp mrtlsn mrtlwd age ctznnc
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated 0.521
## maritalsingle 0.773 0.464
## maritalwidowed 0.330 0.204 0.278
## age 0.048 0.018 0.197 -0.052
## citizennaturalized citizen -0.005 0.005 0.027 0.002 -0.076
## citizennot a citizen -0.007 -0.007 0.007 -0.003 -0.069 0.935
## yrsusa1 0.021 0.016 0.002 0.008 -0.484 0.056
## speakengrecode_num -0.004 0.001 0.020 0.008 -0.073 -0.057
## edcatHS 0.004 -0.023 0.000 -0.010 -0.042 -0.023
## edcatLess than HS -0.013 -0.030 -0.023 -0.024 -0.156 -0.015
## edcatSome Col 0.022 -0.005 0.016 0.000 0.019 -0.023
## bpldBelize 0.004 0.000 0.003 0.000 0.001 -0.001
## bpldBolivia 0.006 0.001 0.003 0.002 0.000 -0.001
## bpldBrazil 0.005 0.002 0.005 0.001 0.003 0.003
## bpldChile 0.001 -0.002 -0.001 -0.001 -0.003 0.000
## bpldColumbia 0.005 0.000 0.002 -0.001 -0.001 -0.001
## bpldCosta Rica 0.006 0.000 0.004 0.002 0.004 0.006
## bpldCuba 0.005 -0.001 0.001 0.000 0.000 -0.002
## bpldDominican Republic 0.008 -0.004 0.003 -0.002 0.005 -0.003
## bpldEcuador 0.004 -0.001 0.000 0.000 0.007 -0.003
## bpldEl Salvador 0.001 -0.003 -0.004 -0.003 0.015 -0.006
## bpldGuatemala 0.002 -0.003 -0.003 -0.003 0.019 -0.003
## bpldGuyana -0.001 -0.002 -0.002 -0.003 -0.006 -0.004
## bpldHonduras 0.003 -0.003 -0.005 -0.001 0.018 -0.005
## bpldMexico 0.000 -0.004 -0.002 -0.003 0.020 -0.004
## bpldNicaragua 0.002 -0.002 -0.002 -0.001 0.009 -0.004
## bpldPanama 0.003 0.001 0.001 0.001 0.004 0.050
## bpldParaguay 0.000 0.000 0.002 -0.003 0.002 0.004
## bpldPeru 0.004 -0.001 0.000 -0.001 -0.004 0.001
## bpldUruguay 0.001 -0.001 0.002 0.000 -0.002 -0.001
## bpldVenezuela 0.002 -0.001 0.004 -0.001 0.003 0.006
## syuzhetbyyear 0.004 0.001 0.001 0.000 -0.001 -0.003
## value 0.000 -0.002 -0.005 0.000 -0.002 -0.005
## percent_emp_x 0.000 0.001 -0.004 0.000 0.005 0.003
## bpldBelize:syuzhetbyyear -0.003 -0.001 -0.003 0.000 -0.002 0.002
## bpldBolivia:syuzhetbyyear -0.006 -0.002 -0.002 -0.002 0.002 0.003
## bpldBrazil:syuzhetbyyear -0.004 -0.001 -0.002 -0.001 0.000 0.003
## bpldChile:syuzhetbyyear 0.000 0.001 -0.001 0.000 0.004 0.002
## bpldColumbia:syuzhetbyyear -0.004 -0.001 -0.002 0.000 0.001 0.001
## 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 0.002
## bpldDominican Republic:syuzhetbyyear -0.004 0.000 -0.001 0.001 0.000 0.005
## bpldEcuador:syuzhetbyyear -0.003 -0.001 -0.001 0.000 0.000 0.002
## bpldEl Salvador:syuzhetbyyear -0.003 0.000 -0.001 0.001 -0.002 0.004
## bpldGuatemala:syuzhetbyyear -0.004 -0.001 -0.003 0.000 -0.002 0.003
## bpldGuyana:syuzhetbyyear -0.002 0.001 -0.001 0.000 0.000 0.003
## bpldHonduras:syuzhetbyyear -0.003 0.000 -0.001 -0.001 -0.003 0.005
## bpldMexico:syuzhetbyyear -0.003 0.000 -0.002 0.000 -0.001 0.004
## bpldNicaragua:syuzhetbyyear -0.001 0.000 0.000 0.000 -0.002 0.003
## bpldPanama:syuzhetbyyear -0.002 -0.002 -0.002 -0.002 -0.002 -0.004
## bpldParaguay:syuzhetbyyear 0.001 0.001 -0.002 0.002 0.001 -0.001
## bpldPeru:syuzhetbyyear -0.002 0.000 -0.001 0.000 0.000 0.000
## bpldUruguay:syuzhetbyyear 0.001 0.002 0.000 0.000 0.001 0.002
## bpldVenezuela:syuzhetbyyear -0.003 0.001 -0.003 0.000 -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 0.178
## speakengrecode_num -0.060 0.065
## edcatHS -0.076 -0.004 -0.097
## edcatLess than HS -0.090 0.021 -0.055 0.654
## edcatSome Col -0.038 -0.046 -0.033 0.529 0.466
## bpldBelize 0.001 0.000 0.012 -0.006 -0.007 -0.004
## bpldBolivia 0.000 0.003 -0.003 -0.006 -0.004 -0.009
## bpldBrazil 0.003 0.012 -0.002 -0.003 -0.002 -0.001
## bpldChile 0.001 0.002 0.000 -0.001 0.000 -0.002
## bpldColumbia 0.002 0.011 -0.006 -0.003 -0.004 -0.002
## bpldCosta Rica 0.008 0.003 -0.002 -0.006 -0.006 -0.004
## bpldCuba -0.002 0.001 -0.003 -0.012 -0.007 -0.004
## bpldDominican Republic 0.002 0.009 -0.004 -0.020 -0.020 -0.015
## bpldEcuador -0.001 0.004 -0.008 -0.015 -0.017 -0.012
## bpldEl Salvador -0.005 -0.002 -0.009 -0.035 -0.041 -0.018
## bpldGuatemala -0.003 0.000 -0.009 -0.029 -0.040 -0.015
## bpldGuyana 0.003 0.011 0.030 -0.017 -0.013 -0.007
## bpldHonduras -0.006 0.002 -0.007 -0.029 -0.038 -0.014
## bpldMexico -0.006 -0.008 -0.011 -0.037 -0.042 -0.017
## bpldNicaragua -0.002 -0.004 -0.004 -0.015 -0.014 -0.010
## bpldPanama 0.049 -0.012 0.004 -0.009 -0.008 -0.007
## bpldParaguay 0.004 -0.001 0.000 0.000 -0.001 0.001
## bpldPeru 0.004 0.011 -0.005 -0.006 -0.005 -0.008
## bpldUruguay -0.002 0.001 0.001 -0.007 -0.004 -0.007
## bpldVenezuela 0.008 0.009 0.000 0.008 0.005 0.006
## 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 0.004 0.005 -0.006 0.000 0.002 0.004
## bpldBelize:syuzhetbyyear 0.001 -0.001 -0.001 -0.003 0.000 -0.004
## bpldBolivia:syuzhetbyyear 0.003 -0.002 -0.001 -0.001 -0.002 0.000
## bpldBrazil:syuzhetbyyear 0.002 -0.001 0.001 0.001 0.001 0.000
## bpldChile:syuzhetbyyear 0.002 -0.003 0.000 0.001 0.000 0.001
## bpldColumbia:syuzhetbyyear 0.000 -0.005 -0.001 -0.002 -0.002 -0.003
## bpldCosta Rica:syuzhetbyyear -0.002 -0.005 0.001 -0.004 -0.003 -0.004
## bpldCuba:syuzhetbyyear 0.002 0.000 -0.002 -0.002 -0.002 -0.003
## bpldDominican Republic:syuzhetbyyear 0.004 -0.003 -0.002 -0.001 0.000 -0.001
## bpldEcuador:syuzhetbyyear 0.002 -0.005 0.000 -0.002 -0.001 -0.001
## bpldEl Salvador:syuzhetbyyear 0.003 -0.004 -0.001 -0.001 0.002 -0.002
## bpldGuatemala:syuzhetbyyear 0.002 -0.004 -0.001 -0.002 0.000 -0.003
## bpldGuyana:syuzhetbyyear 0.002 -0.004 -0.001 -0.004 -0.003 -0.004
## bpldHonduras:syuzhetbyyear 0.004 -0.003 -0.001 -0.001 0.002 -0.003
## bpldMexico:syuzhetbyyear 0.002 -0.006 -0.001 -0.002 0.000 -0.002
## bpldNicaragua:syuzhetbyyear 0.003 -0.002 -0.002 -0.002 -0.002 -0.001
## bpldPanama:syuzhetbyyear -0.005 -0.002 -0.001 0.003 0.002 0.001
## bpldParaguay:syuzhetbyyear -0.001 0.001 -0.001 -0.004 -0.003 -0.003
## bpldPeru:syuzhetbyyear -0.001 -0.004 -0.002 -0.002 -0.001 -0.002
## bpldUruguay:syuzhetbyyear 0.003 0.000 -0.002 0.000 -0.001 0.002
## bpldVenezuela:syuzhetbyyear -0.001 0.003 -0.004 0.003 0.003 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 0.259
## bpldBrazil 0.375 0.491
## bpldChile 0.267 0.350 0.507
## bpldColumbia 0.392 0.513 0.742 0.529
## bpldCosta Rica 0.250 0.327 0.474 0.338 0.494
## bpldCuba 0.376 0.491 0.710 0.506 0.742
## bpldDominican Republic 0.404 0.527 0.764 0.543 0.797
## bpldEcuador 0.368 0.482 0.697 0.497 0.728
## bpldEl Salvador 0.419 0.551 0.793 0.565 0.828
## bpldGuatemala 0.404 0.529 0.763 0.544 0.797
## bpldGuyana 0.349 0.447 0.647 0.460 0.676
## bpldHonduras 0.383 0.501 0.724 0.516 0.756
## bpldMexico 0.441 0.576 0.832 0.594 0.870
## bpldNicaragua 0.308 0.404 0.582 0.416 0.609
## bpldPanama 0.298 0.386 0.558 0.398 0.583
## bpldParaguay 0.147 0.193 0.279 0.199 0.291
## bpldPeru 0.375 0.491 0.709 0.506 0.741
## bpldUruguay 0.185 0.243 0.351 0.250 0.367
## bpldVenezuela 0.331 0.434 0.628 0.447 0.655
## syuzhetbyyear 0.409 0.536 0.773 0.552 0.808
## value 0.001 -0.002 -0.001 0.000 0.000
## percent_emp_x 0.000 0.005 -0.005 0.001 0.001
## bpldBelize:syuzhetbyyear -0.927 -0.242 -0.350 -0.250 -0.365
## bpldBolivia:syuzhetbyyear -0.239 -0.916 -0.453 -0.323 -0.474
## bpldBrazil:syuzhetbyyear -0.343 -0.450 -0.919 -0.464 -0.680
## bpldChile:syuzhetbyyear -0.242 -0.318 -0.460 -0.916 -0.480
## bpldColumbia:syuzhetbyyear -0.360 -0.472 -0.683 -0.487 -0.920
## bpldCosta Rica:syuzhetbyyear -0.229 -0.300 -0.434 -0.309 -0.453
## bpldCuba:syuzhetbyyear -0.345 -0.452 -0.653 -0.466 -0.682
## bpldDominican Republic:syuzhetbyyear -0.370 -0.486 -0.704 -0.501 -0.734
## bpldEcuador:syuzhetbyyear -0.341 -0.446 -0.645 -0.460 -0.674
## bpldEl Salvador:syuzhetbyyear -0.386 -0.506 -0.731 -0.521 -0.763
## bpldGuatemala:syuzhetbyyear -0.373 -0.489 -0.706 -0.503 -0.737
## bpldGuyana:syuzhetbyyear -0.318 -0.416 -0.602 -0.429 -0.628
## bpldHonduras:syuzhetbyyear -0.349 -0.458 -0.662 -0.472 -0.692
## bpldMexico:syuzhetbyyear -0.406 -0.531 -0.768 -0.548 -0.802
## bpldNicaragua:syuzhetbyyear -0.284 -0.372 -0.537 -0.383 -0.561
## bpldPanama:syuzhetbyyear -0.262 -0.344 -0.498 -0.355 -0.520
## bpldParaguay:syuzhetbyyear -0.140 -0.183 -0.265 -0.189 -0.276
## bpldPeru:syuzhetbyyear -0.344 -0.450 -0.651 -0.465 -0.680
## bpldUruguay:syuzhetbyyear -0.170 -0.223 -0.323 -0.230 -0.336
## bpldVenezuela:syuzhetbyyear -0.308 -0.404 -0.583 -0.416 -0.609
## 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 0.473
## bpldDominican Republic 0.508 0.762
## bpldEcuador 0.464 0.697 0.750
## bpldEl Salvador 0.528 0.793 0.851 0.779
## bpldGuatemala 0.509 0.763 0.820 0.750 0.856
## bpldGuyana 0.432 0.648 0.699 0.637 0.722 0.695
## bpldHonduras 0.483 0.724 0.777 0.711 0.812 0.781
## bpldMexico 0.555 0.834 0.893 0.818 0.934 0.899
## bpldNicaragua 0.388 0.583 0.625 0.572 0.652 0.628
## bpldPanama 0.373 0.559 0.600 0.547 0.623 0.600
## bpldParaguay 0.185 0.278 0.298 0.273 0.311 0.299
## bpldPeru 0.472 0.709 0.761 0.696 0.792 0.762
## bpldUruguay 0.234 0.351 0.377 0.345 0.392 0.377
## bpldVenezuela 0.418 0.628 0.673 0.615 0.700 0.674
## syuzhetbyyear 0.515 0.774 0.830 0.760 0.864 0.832
## value 0.001 0.001 -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 -0.350 -0.375 -0.343 -0.391 -0.376
## bpldBolivia:syuzhetbyyear -0.302 -0.453 -0.486 -0.445 -0.507 -0.488
## bpldBrazil:syuzhetbyyear -0.434 -0.650 -0.698 -0.638 -0.727 -0.699
## bpldChile:syuzhetbyyear -0.306 -0.459 -0.492 -0.450 -0.513 -0.494
## bpldColumbia:syuzhetbyyear -0.455 -0.682 -0.732 -0.669 -0.762 -0.733
## bpldCosta Rica:syuzhetbyyear -0.922 -0.434 -0.465 -0.425 -0.484 -0.466
## bpldCuba:syuzhetbyyear -0.435 -0.918 -0.700 -0.641 -0.729 -0.702
## bpldDominican Republic:syuzhetbyyear -0.468 -0.702 -0.919 -0.689 -0.784 -0.755
## bpldEcuador:syuzhetbyyear -0.430 -0.645 -0.692 -0.923 -0.721 -0.694
## bpldEl Salvador:syuzhetbyyear -0.487 -0.731 -0.784 -0.717 -0.918 -0.786
## bpldGuatemala:syuzhetbyyear -0.470 -0.706 -0.757 -0.693 -0.788 -0.918
## bpldGuyana:syuzhetbyyear -0.401 -0.602 -0.645 -0.590 -0.672 -0.647
## bpldHonduras:syuzhetbyyear -0.441 -0.662 -0.710 -0.649 -0.740 -0.712
## bpldMexico:syuzhetbyyear -0.511 -0.768 -0.823 -0.753 -0.858 -0.825
## bpldNicaragua:syuzhetbyyear -0.358 -0.537 -0.576 -0.527 -0.600 -0.578
## bpldPanama:syuzhetbyyear -0.332 -0.498 -0.533 -0.488 -0.556 -0.535
## bpldParaguay:syuzhetbyyear -0.176 -0.264 -0.283 -0.259 -0.295 -0.284
## bpldPeru:syuzhetbyyear -0.434 -0.651 -0.698 -0.639 -0.727 -0.700
## bpldUruguay:syuzhetbyyear -0.215 -0.322 -0.346 -0.316 -0.360 -0.346
## bpldVenezuela:syuzhetbyyear -0.389 -0.583 -0.625 -0.572 -0.651 -0.627
## 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 0.659
## bpldMexico 0.757 0.853
## bpldNicaragua 0.531 0.596 0.685
## bpldPanama 0.514 0.569 0.655 0.459
## bpldParaguay 0.254 0.284 0.326 0.228 0.219
## bpldPeru 0.646 0.723 0.832 0.582 0.558 0.278
## bpldUruguay 0.320 0.358 0.411 0.288 0.276 0.137
## bpldVenezuela 0.572 0.639 0.735 0.515 0.494 0.246
## syuzhetbyyear 0.706 0.789 0.908 0.635 0.608 0.303
## value -0.001 0.001 0.001 0.000 0.003 0.000
## percent_emp_x 0.000 0.005 0.015 0.005 0.004 0.002
## bpldBelize:syuzhetbyyear -0.318 -0.356 -0.410 -0.287 -0.275 -0.137
## bpldBolivia:syuzhetbyyear -0.413 -0.462 -0.532 -0.372 -0.356 -0.178
## bpldBrazil:syuzhetbyyear -0.592 -0.663 -0.763 -0.534 -0.511 -0.255
## bpldChile:syuzhetbyyear -0.418 -0.468 -0.539 -0.377 -0.361 -0.180
## bpldColumbia:syuzhetbyyear -0.621 -0.696 -0.800 -0.560 -0.536 -0.267
## bpldCosta Rica:syuzhetbyyear -0.395 -0.442 -0.508 -0.356 -0.341 -0.170
## bpldCuba:syuzhetbyyear -0.595 -0.666 -0.766 -0.536 -0.513 -0.256
## bpldDominican Republic:syuzhetbyyear -0.639 -0.716 -0.824 -0.576 -0.552 -0.275
## bpldEcuador:syuzhetbyyear -0.588 -0.658 -0.757 -0.530 -0.507 -0.253
## bpldEl Salvador:syuzhetbyyear -0.666 -0.746 -0.858 -0.600 -0.574 -0.287
## bpldGuatemala:syuzhetbyyear -0.643 -0.720 -0.828 -0.579 -0.555 -0.277
## bpldGuyana:syuzhetbyyear -0.915 -0.613 -0.706 -0.494 -0.473 -0.236
## bpldHonduras:syuzhetbyyear -0.603 -0.917 -0.777 -0.544 -0.520 -0.259
## bpldMexico:syuzhetbyyear -0.700 -0.783 -0.916 -0.630 -0.603 -0.301
## bpldNicaragua:syuzhetbyyear -0.489 -0.548 -0.630 -0.919 -0.422 -0.211
## bpldPanama:syuzhetbyyear -0.453 -0.507 -0.584 -0.409 -0.912 -0.195
## bpldParaguay:syuzhetbyyear -0.241 -0.269 -0.310 -0.217 -0.208 -0.918
## bpldPeru:syuzhetbyyear -0.593 -0.664 -0.764 -0.534 -0.512 -0.255
## bpldUruguay:syuzhetbyyear -0.294 -0.328 -0.378 -0.264 -0.254 -0.126
## bpldVenezuela:syuzhetbyyear -0.531 -0.594 -0.684 -0.479 -0.459 -0.229
## 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 0.350
## bpldVenezuela 0.626 0.310
## syuzhetbyyear 0.773 0.383 0.683
## value -0.001 0.001 0.001 -0.001
## percent_emp_x 0.003 -0.002 -0.002 0.006 -0.026
## bpldBelize:syuzhetbyyear -0.349 -0.173 -0.309 -0.452 -0.001 0.001
## bpldBolivia:syuzhetbyyear -0.453 -0.224 -0.401 -0.586 0.002 -0.004
## bpldBrazil:syuzhetbyyear -0.650 -0.322 -0.575 -0.839 0.001 0.000
## bpldChile:syuzhetbyyear -0.459 -0.227 -0.406 -0.592 0.000 -0.001
## bpldColumbia:syuzhetbyyear -0.681 -0.337 -0.603 -0.880 0.000 -0.003
## bpldCosta Rica:syuzhetbyyear -0.433 -0.214 -0.383 -0.559 0.000 0.002
## bpldCuba:syuzhetbyyear -0.652 -0.323 -0.577 -0.843 0.001 -0.002
## bpldDominican Republic:syuzhetbyyear -0.701 -0.347 -0.620 -0.906 -0.001 -0.001
## bpldEcuador:syuzhetbyyear -0.644 -0.319 -0.570 -0.833 0.001 -0.004
## bpldEl Salvador:syuzhetbyyear -0.730 -0.361 -0.646 -0.943 0.001 -0.005
## bpldGuatemala:syuzhetbyyear -0.705 -0.349 -0.624 -0.911 0.000 -0.004
## bpldGuyana:syuzhetbyyear -0.601 -0.297 -0.532 -0.777 -0.001 -0.002
## bpldHonduras:syuzhetbyyear -0.661 -0.327 -0.585 -0.854 0.000 -0.003
## bpldMexico:syuzhetbyyear -0.767 -0.379 -0.678 -0.991 0.001 -0.007
## bpldNicaragua:syuzhetbyyear -0.537 -0.266 -0.475 -0.693 0.001 -0.003
## bpldPanama:syuzhetbyyear -0.497 -0.246 -0.440 -0.642 -0.002 -0.005
## bpldParaguay:syuzhetbyyear -0.264 -0.131 -0.234 -0.341 0.000 -0.003
## bpldPeru:syuzhetbyyear -0.920 -0.322 -0.575 -0.840 0.000 -0.003
## bpldUruguay:syuzhetbyyear -0.322 -0.931 -0.285 -0.416 -0.001 0.001
## bpldVenezuela:syuzhetbyyear -0.582 -0.288 -0.919 -0.752 -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 0.492
## bpldChile:syuzhetbyyear 0.268 0.347 0.498
## bpldColumbia:syuzhetbyyear 0.398 0.516 0.740 0.522
## bpldCosta Rica:syuzhetbyyear 0.253 0.328 0.471 0.332 0.493
## bpldCuba:syuzhetbyyear 0.381 0.494 0.709 0.500 0.743
## bpldDominican Republic:syuzhetbyyear 0.410 0.531 0.763 0.538 0.799
## bpldEcuador:syuzhetbyyear 0.376 0.488 0.700 0.494 0.734
## bpldEl Salvador:syuzhetbyyear 0.427 0.553 0.793 0.560 0.831
## bpldGuatemala:syuzhetbyyear 0.412 0.534 0.766 0.540 0.802
## bpldGuyana:syuzhetbyyear 0.351 0.455 0.653 0.461 0.684
## bpldHonduras:syuzhetbyyear 0.386 0.501 0.718 0.507 0.753
## bpldMexico:syuzhetbyyear 0.448 0.581 0.833 0.588 0.873
## bpldNicaragua:syuzhetbyyear 0.314 0.406 0.583 0.411 0.611
## bpldPanama:syuzhetbyyear 0.290 0.376 0.540 0.381 0.566
## bpldParaguay:syuzhetbyyear 0.154 0.200 0.287 0.203 0.301
## bpldPeru:syuzhetbyyear 0.380 0.492 0.706 0.499 0.740
## bpldUruguay:syuzhetbyyear 0.188 0.244 0.350 0.247 0.367
## bpldVenezuela:syuzhetbyyear 0.340 0.441 0.633 0.446 0.663
## 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 0.472
## bpldDominican Republic:syuzhetbyyear 0.508 0.765
## bpldEcuador:syuzhetbyyear 0.466 0.703 0.756
## bpldEl Salvador:syuzhetbyyear 0.528 0.796 0.856 0.786
## bpldGuatemala:syuzhetbyyear 0.510 0.769 0.826 0.759 0.861
## bpldGuyana:syuzhetbyyear 0.435 0.655 0.705 0.647 0.733
## bpldHonduras:syuzhetbyyear 0.479 0.721 0.775 0.712 0.807
## bpldMexico:syuzhetbyyear 0.555 0.836 0.899 0.826 0.936
## bpldNicaragua:syuzhetbyyear 0.388 0.585 0.629 0.578 0.655
## bpldPanama:syuzhetbyyear 0.360 0.542 0.583 0.535 0.606
## bpldParaguay:syuzhetbyyear 0.191 0.288 0.310 0.285 0.322
## bpldPeru:syuzhetbyyear 0.471 0.709 0.762 0.700 0.793
## bpldUruguay:syuzhetbyyear 0.233 0.351 0.377 0.347 0.393
## bpldVenezuela:syuzhetbyyear 0.422 0.636 0.683 0.627 0.710
## 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 0.708
## bpldHonduras:syuzhetbyyear 0.779 0.664
## bpldMexico:syuzhetbyyear 0.904 0.770 0.848
## bpldNicaragua:syuzhetbyyear 0.633 0.539 0.593 0.688
## bpldPanama:syuzhetbyyear 0.585 0.499 0.549 0.637 0.446
## bpldParaguay:syuzhetbyyear 0.311 0.265 0.292 0.338 0.237
## bpldPeru:syuzhetbyyear 0.766 0.653 0.719 0.833 0.583
## bpldUruguay:syuzhetbyyear 0.379 0.323 0.356 0.412 0.289
## bpldVenezuela:syuzhetbyyear 0.686 0.585 0.644 0.746 0.522
## 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 0.219
## bpldPeru:syuzhetbyyear 0.540 0.287
## bpldUruguay:syuzhetbyyear 0.268 0.142 0.350
## bpldVenezuela:syuzhetbyyear 0.484 0.257 0.633 0.314
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -3.88890209 0.08452079 0.29586683 0.45957757 1.65708620
##
## Number of Observations: 305897
## 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
## 736152.5 736620.3 -368032.3
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.09618678 0.805403
##
## 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) 10.794770 0.18563139 305632 58.15164 0.0000
## racecat2Black -0.007062 0.01076108 305632 -0.65622 0.5117
## racecat2Indigenous -0.073074 0.01546055 305632 -4.72647 0.0000
## racecat2Asian 0.029674 0.01705924 305632 1.73944 0.0820
## racecat2Other -0.046945 0.00320474 305632 -14.64850 0.0000
## female -0.517799 0.00749648 305632 -69.07229 0.0000
## maritalmarried -0.007088 0.00519021 305632 -1.36563 0.1721
## maritalseparated -0.084676 0.00855854 305632 -9.89371 0.0000
## maritalsingle -0.126597 0.00597042 305632 -21.20399 0.0000
## maritalwidowed -0.049095 0.01321562 305632 -3.71489 0.0002
## age -0.000653 0.00018195 305632 -3.58649 0.0003
## citizennaturalized citizen 0.051912 0.00966318 305632 5.37211 0.0000
## citizennot a citizen -0.149511 0.00979885 305632 -15.25804 0.0000
## yrsusa1 0.009842 0.00016281 305632 60.45158 0.0000
## speakengrecode_num -0.017179 0.00124288 305632 -13.82170 0.0000
## edcatHS -0.470933 0.00422878 305632 -111.36367 0.0000
## edcatLess than HS -0.579406 0.00495014 305632 -117.04823 0.0000
## edcatSome Col -0.322262 0.00512064 305632 -62.93392 0.0000
## bpldBelize -0.139657 0.03162758 305632 -4.41566 0.0000
## bpldBolivia -0.293927 0.02575670 305632 -11.41167 0.0000
## bpldBrazil -0.076680 0.01752015 305632 -4.37665 0.0000
## bpldChile -0.196983 0.02501015 305632 -7.87611 0.0000
## bpldColumbia -0.226226 0.01665627 305632 -13.58201 0.0000
## bpldCosta Rica -0.203002 0.02584299 305632 -7.85519 0.0000
## bpldCuba -0.256066 0.01762968 305632 -14.52471 0.0000
## bpldDominican Republic -0.323163 0.01632584 305632 -19.79454 0.0000
## bpldEcuador -0.258822 0.01744645 305632 -14.83523 0.0000
## bpldEl Salvador -0.265947 0.01579754 305632 -16.83474 0.0000
## bpldGuatemala -0.314010 0.01639304 305632 -19.15509 0.0000
## bpldGuyana -0.141280 0.01962982 305632 -7.19724 0.0000
## bpldHonduras -0.278305 0.01736182 305632 -16.02973 0.0000
## bpldMexico -0.278606 0.01514977 305632 -18.39011 0.0000
## bpldNicaragua -0.252351 0.02130997 305632 -11.84193 0.0000
## bpldPanama -0.161733 0.02312230 305632 -6.99468 0.0000
## bpldParaguay -0.223564 0.04497870 305632 -4.97044 0.0000
## bpldPeru -0.256265 0.01744863 305632 -14.68684 0.0000
## bpldUruguay -0.100538 0.03268919 305632 -3.07558 0.0021
## bpldVenezuela -0.191106 0.01977345 305632 -9.66478 0.0000
## syuzhetbyyear 0.096609 0.00878743 305632 10.99400 0.0000
## value 0.000000 0.00000000 223 2.86931 0.0045
## percent_emp_x 0.002700 0.00234227 223 1.15272 0.2503
## female:syuzhetbyyear 0.060917 0.01288754 305632 4.72684 0.0000
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female mrtlmr
## racecat2Black 0.003
## racecat2Indigenous 0.003 0.030
## racecat2Asian 0.001 0.205 0.021
## racecat2Other 0.009 0.159 0.087 0.101
## female -0.018 -0.001 0.003 0.000 0.000
## maritalmarried -0.027 0.011 0.000 -0.002 0.006 0.041
## maritalseparated -0.015 0.000 0.000 0.001 -0.008 -0.011 0.521
## maritalsingle -0.027 -0.005 -0.001 -0.002 -0.008 0.028 0.773
## maritalwidowed -0.006 -0.002 0.002 -0.002 0.000 -0.017 0.330
## age -0.035 -0.008 0.001 0.004 0.020 -0.008 0.048
## citizennaturalized citizen -0.047 -0.019 -0.002 -0.013 -0.020 -0.005 -0.005
## citizennot a citizen -0.050 -0.018 -0.002 -0.008 -0.027 0.005 -0.007
## yrsusa1 -0.009 0.003 -0.002 0.003 0.001 0.007 0.021
## speakengrecode_num -0.010 -0.001 0.000 0.004 -0.011 0.007 -0.004
## edcatHS -0.003 0.012 0.001 0.009 -0.043 0.026 0.004
## edcatLess than HS 0.000 0.014 -0.003 0.005 -0.050 0.029 -0.013
## edcatSome Col -0.010 0.002 -0.001 0.009 -0.026 0.007 0.022
## bpldBelize -0.040 -0.189 -0.014 -0.037 -0.046 0.000 0.005
## bpldBolivia -0.047 -0.001 -0.012 0.002 -0.020 0.000 0.002
## bpldBrazil -0.056 -0.017 -0.001 -0.012 -0.018 -0.004 0.003
## bpldChile -0.047 0.000 -0.002 0.007 -0.013 0.001 0.001
## bpldColumbia -0.066 -0.010 -0.004 0.012 -0.029 -0.007 0.005
## bpldCosta Rica -0.042 -0.023 -0.002 0.002 -0.020 -0.003 0.004
## bpldCuba -0.062 -0.027 0.000 0.006 -0.014 -0.001 0.006
## bpldDominican Republic -0.064 -0.086 -0.010 -0.008 -0.083 -0.008 0.010
## bpldEcuador -0.063 -0.008 -0.010 0.008 -0.050 -0.003 0.002
## bpldEl Salvador -0.083 -0.011 -0.011 0.009 -0.061 -0.002 -0.004
## bpldGuatemala -0.078 -0.013 -0.021 0.005 -0.061 0.002 -0.004
## bpldGuyana -0.054 -0.267 -0.016 -0.275 -0.080 -0.005 -0.006
## bpldHonduras -0.072 -0.025 -0.011 0.006 -0.053 -0.003 0.001
## bpldMexico -0.096 -0.011 -0.013 0.012 -0.050 0.001 -0.007
## bpldNicaragua -0.059 -0.014 -0.008 0.005 -0.045 -0.004 0.003
## bpldPanama -0.056 -0.124 -0.006 -0.035 -0.043 -0.008 0.002
## bpldParaguay -0.024 -0.001 -0.005 -0.006 -0.008 -0.002 0.001
## bpldPeru -0.067 -0.010 -0.016 -0.002 -0.050 -0.005 0.005
## bpldUruguay -0.033 0.002 0.001 0.007 -0.001 0.000 0.005
## bpldVenezuela -0.059 -0.016 -0.005 -0.004 -0.026 -0.002 -0.001
## syuzhetbyyear -0.023 -0.004 -0.004 -0.004 -0.007 0.563 0.000
## value -0.008 -0.002 0.001 -0.001 -0.006 0.001 0.000
## percent_emp_x -0.993 -0.003 -0.003 -0.002 -0.009 0.000 0.000
## female:syuzhetbyyear 0.014 -0.001 -0.002 0.000 0.000 -0.914 0.001
## mrtlsp mrtlsn mrtlwd age ctznnc ctznac yrsus1
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle 0.464
## maritalwidowed 0.204 0.278
## age 0.018 0.197 -0.052
## citizennaturalized citizen 0.005 0.027 0.002 -0.076
## citizennot a citizen -0.007 0.007 -0.003 -0.069 0.935
## yrsusa1 0.016 0.002 0.008 -0.484 0.056 0.178
## speakengrecode_num 0.001 0.020 0.008 -0.073 -0.057 -0.060 0.065
## edcatHS -0.023 0.000 -0.010 -0.042 -0.023 -0.076 -0.004
## edcatLess than HS -0.030 -0.023 -0.024 -0.156 -0.015 -0.090 0.021
## edcatSome Col -0.005 0.016 0.000 0.019 -0.023 -0.038 -0.046
## bpldBelize -0.002 0.000 -0.001 0.000 0.003 0.003 -0.004
## bpldBolivia -0.001 0.001 -0.001 0.005 0.003 0.006 0.003
## bpldBrazil 0.003 0.009 -0.001 0.007 0.015 0.013 0.028
## bpldChile -0.003 -0.003 -0.003 0.001 0.006 0.006 -0.004
## bpldColumbia -0.002 0.001 -0.002 -0.002 -0.001 0.007 0.016
## bpldCosta Rica 0.001 0.005 0.000 0.012 0.016 0.016 -0.005
## bpldCuba -0.004 -0.003 -0.002 -0.005 -0.001 0.000 0.001
## bpldDominican Republic -0.009 0.005 -0.001 0.014 0.004 0.014 0.015
## bpldEcuador -0.004 -0.001 -0.001 0.016 -0.001 0.002 0.000
## bpldEl Salvador -0.008 -0.014 -0.006 0.033 -0.005 -0.007 -0.014
## bpldGuatemala -0.009 -0.015 -0.008 0.044 -0.001 -0.004 -0.009
## bpldGuyana -0.004 -0.006 -0.006 -0.014 -0.004 0.011 0.018
## bpldHonduras -0.007 -0.014 -0.006 0.038 -0.001 -0.006 -0.002
## bpldMexico -0.010 -0.009 -0.008 0.048 -0.002 -0.010 -0.035
## bpldNicaragua -0.004 -0.004 -0.004 0.019 -0.004 0.000 -0.013
## bpldPanama 0.000 -0.001 -0.002 0.006 0.113 0.110 -0.035
## bpldParaguay 0.001 0.000 -0.003 0.008 0.008 0.008 0.000
## bpldPeru -0.001 -0.001 -0.002 -0.008 0.001 0.007 0.021
## bpldUruguay 0.003 0.005 0.001 -0.004 0.002 0.002 0.002
## bpldVenezuela -0.001 0.002 -0.002 0.002 0.017 0.018 0.030
## syuzhetbyyear 0.003 -0.003 0.000 -0.018 0.002 0.003 -0.020
## value -0.002 -0.004 0.000 -0.002 -0.004 -0.005 -0.002
## percent_emp_x 0.001 -0.004 0.000 0.004 0.003 0.004 0.004
## female:syuzhetbyyear 0.004 0.001 0.001 0.002 0.000 0.000 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 -0.097
## edcatLess than HS -0.055 0.654
## edcatSome Col -0.033 0.529 0.466
## bpldBelize 0.031 -0.024 -0.019 -0.018
## bpldBolivia -0.009 -0.017 -0.015 -0.022 0.266
## bpldBrazil -0.004 -0.005 -0.004 -0.001 0.392 0.478
## bpldChile 0.001 -0.002 0.001 -0.003 0.274 0.337 0.495
## bpldColumbia -0.017 -0.014 -0.013 -0.012 0.413 0.505 0.747
## bpldCosta Rica -0.002 -0.024 -0.022 -0.019 0.270 0.325 0.481
## bpldCuba -0.012 -0.035 -0.022 -0.017 0.395 0.475 0.703
## bpldDominican Republic -0.016 -0.054 -0.052 -0.040 0.436 0.515 0.769
## bpldEcuador -0.022 -0.044 -0.046 -0.034 0.395 0.481 0.712
## bpldEl Salvador -0.025 -0.091 -0.098 -0.049 0.440 0.543 0.782
## bpldGuatemala -0.024 -0.079 -0.102 -0.045 0.425 0.518 0.756
## bpldGuyana 0.072 -0.051 -0.041 -0.027 0.401 0.427 0.637
## bpldHonduras -0.018 -0.075 -0.091 -0.042 0.403 0.489 0.714
## bpldMexico -0.029 -0.096 -0.105 -0.048 0.461 0.555 0.812
## bpldNicaragua -0.013 -0.042 -0.039 -0.030 0.327 0.399 0.579
## bpldPanama 0.007 -0.016 -0.015 -0.015 0.322 0.366 0.537
## bpldParaguay -0.002 -0.009 -0.008 -0.006 0.153 0.188 0.276
## bpldPeru -0.017 -0.019 -0.014 -0.024 0.395 0.488 0.710
## bpldUruguay -0.004 -0.020 -0.014 -0.015 0.209 0.257 0.380
## bpldVenezuela -0.010 0.027 0.019 0.018 0.348 0.424 0.630
## syuzhetbyyear 0.002 0.012 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 -0.005 0.001 0.003 0.004 0.003 0.003 -0.012
## female:syuzhetbyyear 0.001 0.002 0.001 0.004 -0.004 -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 0.521
## bpldCosta Rica 0.336 0.507
## bpldCuba 0.491 0.745 0.480
## bpldDominican Republic 0.533 0.813 0.522 0.758
## bpldEcuador 0.498 0.756 0.486 0.706 0.788
## bpldEl Salvador 0.549 0.825 0.534 0.780 0.847 0.792
## bpldGuatemala 0.529 0.795 0.516 0.753 0.818 0.765 0.862
## bpldGuyana 0.441 0.672 0.435 0.632 0.722 0.652 0.697
## bpldHonduras 0.500 0.753 0.488 0.715 0.776 0.724 0.811
## bpldMexico 0.572 0.857 0.557 0.816 0.876 0.822 0.932
## bpldNicaragua 0.407 0.612 0.396 0.581 0.627 0.586 0.656
## bpldPanama 0.376 0.566 0.369 0.539 0.587 0.539 0.595
## bpldParaguay 0.193 0.291 0.188 0.274 0.300 0.280 0.306
## bpldPeru 0.498 0.751 0.483 0.706 0.772 0.720 0.793
## bpldUruguay 0.265 0.401 0.258 0.377 0.412 0.386 0.420
## bpldVenezuela 0.438 0.663 0.425 0.631 0.674 0.628 0.691
## 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 -0.003 -0.007 -0.003 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 0.672
## bpldHonduras 0.783 0.641
## bpldMexico 0.900 0.720 0.846
## bpldNicaragua 0.632 0.519 0.597 0.685
## bpldPanama 0.574 0.515 0.545 0.621 0.444
## bpldParaguay 0.295 0.251 0.280 0.318 0.227 0.210
## bpldPeru 0.763 0.641 0.721 0.822 0.587 0.540 0.278
## bpldUruguay 0.405 0.341 0.384 0.437 0.311 0.287 0.148
## bpldVenezuela 0.668 0.562 0.633 0.721 0.515 0.479 0.244
## syuzhetbyyear -0.003 0.004 -0.003 0.001 0.000 0.003 -0.003
## value 0.001 -0.003 0.001 0.004 0.001 0.003 0.000
## percent_emp_x 0.006 -0.005 0.004 0.019 0.005 0.000 -0.002
## female:syuzhetbyyear -0.001 0.001 -0.001 -0.002 0.001 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 0.382
## bpldVenezuela 0.630 0.335
## syuzhetbyyear -0.001 -0.001 -0.009
## value -0.001 0.000 0.001 -0.002
## percent_emp_x 0.001 -0.003 -0.001 0.000 -0.015
## female:syuzhetbyyear 0.001 0.000 -0.001 -0.618 -0.001 0.001
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -14.13479563 -0.41490932 0.09628135 0.55455458 4.84895180
##
## Number of Observations: 305897
## 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
## 1534028 1534495 -766969.8
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.3016046 2.967795
##
## 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) 10.224461 0.6047666 305632 16.90646 0.0000
## racecat2Black 0.159595 0.0396505 305632 4.02505 0.0001
## racecat2Indigenous -0.039583 0.0569667 305632 -0.69485 0.4871
## racecat2Asian 0.165569 0.0628585 305632 2.63399 0.0084
## racecat2Other -0.039074 0.0118058 305632 -3.30974 0.0009
## female -0.535353 0.0276225 305632 -19.38103 0.0000
## maritalmarried 0.076116 0.0191246 305632 3.98002 0.0001
## maritalseparated -0.118398 0.0315365 305632 -3.75430 0.0002
## maritalsingle -0.008700 0.0219994 305632 -0.39546 0.6925
## maritalwidowed -0.030885 0.0486968 305632 -0.63423 0.5259
## age -0.016960 0.0006704 305632 -25.29886 0.0000
## citizennaturalized citizen 0.018697 0.0356051 305632 0.52513 0.5995
## citizennot a citizen -0.434388 0.0361048 305632 -12.03133 0.0000
## yrsusa1 0.011447 0.0005999 305632 19.08307 0.0000
## speakengrecode_num -0.061526 0.0045796 305632 -13.43494 0.0000
## edcatHS -0.809661 0.0155807 305632 -51.96556 0.0000
## edcatLess than HS -0.918942 0.0182380 305632 -50.38622 0.0000
## edcatSome Col -0.539080 0.0188676 305632 -28.57172 0.0000
## bpldBelize 0.198422 0.1165386 305632 1.70263 0.0886
## bpldBolivia -0.182537 0.0949052 305632 -1.92336 0.0544
## bpldBrazil -0.620600 0.0645481 305632 -9.61453 0.0000
## bpldChile -0.069068 0.0921551 305632 -0.74947 0.4536
## bpldColumbia -0.008481 0.0613725 305632 -0.13818 0.8901
## bpldCosta Rica -0.048615 0.0952236 305632 -0.51054 0.6097
## bpldCuba 0.063530 0.0649448 305632 0.97822 0.3280
## bpldDominican Republic 0.014029 0.0601494 305632 0.23323 0.8156
## bpldEcuador -0.086873 0.0642836 305632 -1.35140 0.1766
## bpldEl Salvador 0.029478 0.0582078 305632 0.50643 0.6126
## bpldGuatemala -0.343220 0.0604009 305632 -5.68237 0.0000
## bpldGuyana 0.136874 0.0723240 305632 1.89251 0.0584
## bpldHonduras -0.063036 0.0639684 305632 -0.98543 0.3244
## bpldMexico 0.042300 0.0558169 305632 0.75783 0.4486
## bpldNicaragua -0.010692 0.0785205 305632 -0.13617 0.8917
## bpldPanama 0.255884 0.0851870 305632 3.00380 0.0027
## bpldParaguay -0.755845 0.1657328 305632 -4.56063 0.0000
## bpldPeru -0.058919 0.0642933 305632 -0.91640 0.3595
## bpldUruguay -0.120000 0.1204479 305632 -0.99628 0.3191
## bpldVenezuela 0.009828 0.0728572 305632 0.13490 0.8927
## syuzhetbyyear 0.019538 0.0323385 305632 0.60416 0.5457
## value 0.000000 0.0000000 223 0.35277 0.7246
## percent_emp_x 0.011855 0.0076269 223 1.55442 0.1215
## female:syuzhetbyyear 0.165915 0.0474873 305632 3.49389 0.0005
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female mrtlmr
## racecat2Black 0.004
## racecat2Indigenous 0.003 0.030
## racecat2Asian 0.001 0.205 0.021
## racecat2Other 0.010 0.159 0.087 0.101
## female -0.020 -0.001 0.003 0.000 0.000
## maritalmarried -0.031 0.011 0.000 -0.002 0.006 0.041
## maritalseparated -0.017 0.000 0.000 0.001 -0.008 -0.011 0.521
## maritalsingle -0.030 -0.005 -0.001 -0.002 -0.008 0.028 0.773
## maritalwidowed -0.007 -0.002 0.002 -0.002 0.000 -0.017 0.330
## age -0.040 -0.008 0.001 0.004 0.020 -0.008 0.048
## citizennaturalized citizen -0.053 -0.019 -0.002 -0.013 -0.020 -0.005 -0.005
## citizennot a citizen -0.057 -0.018 -0.002 -0.008 -0.027 0.005 -0.007
## yrsusa1 -0.010 0.003 -0.002 0.003 0.001 0.006 0.021
## speakengrecode_num -0.011 -0.001 0.000 0.004 -0.011 0.007 -0.004
## edcatHS -0.003 0.012 0.001 0.009 -0.043 0.026 0.004
## edcatLess than HS 0.001 0.014 -0.003 0.005 -0.050 0.029 -0.013
## edcatSome Col -0.011 0.002 -0.001 0.009 -0.026 0.007 0.022
## bpldBelize -0.046 -0.189 -0.014 -0.037 -0.046 0.000 0.005
## bpldBolivia -0.054 -0.001 -0.012 0.002 -0.020 0.000 0.002
## bpldBrazil -0.063 -0.017 -0.001 -0.012 -0.018 -0.004 0.003
## bpldChile -0.053 0.000 -0.002 0.007 -0.013 0.001 0.001
## bpldColumbia -0.075 -0.010 -0.004 0.012 -0.029 -0.007 0.005
## bpldCosta Rica -0.047 -0.023 -0.002 0.002 -0.020 -0.003 0.004
## bpldCuba -0.070 -0.027 0.000 0.006 -0.014 -0.001 0.006
## bpldDominican Republic -0.072 -0.086 -0.010 -0.008 -0.083 -0.008 0.010
## bpldEcuador -0.071 -0.008 -0.010 0.008 -0.050 -0.003 0.002
## bpldEl Salvador -0.093 -0.011 -0.011 0.009 -0.061 -0.002 -0.004
## bpldGuatemala -0.088 -0.013 -0.021 0.005 -0.061 0.002 -0.004
## bpldGuyana -0.061 -0.267 -0.016 -0.275 -0.080 -0.005 -0.006
## bpldHonduras -0.081 -0.025 -0.011 0.006 -0.053 -0.003 0.001
## bpldMexico -0.108 -0.011 -0.013 0.012 -0.050 0.001 -0.007
## bpldNicaragua -0.067 -0.014 -0.008 0.005 -0.045 -0.004 0.003
## bpldPanama -0.063 -0.124 -0.006 -0.035 -0.043 -0.008 0.002
## bpldParaguay -0.027 -0.001 -0.005 -0.006 -0.008 -0.002 0.001
## bpldPeru -0.076 -0.010 -0.016 -0.002 -0.050 -0.005 0.005
## bpldUruguay -0.037 0.002 0.001 0.007 -0.001 0.000 0.005
## bpldVenezuela -0.067 -0.016 -0.005 -0.004 -0.026 -0.002 -0.001
## syuzhetbyyear -0.025 -0.004 -0.004 -0.004 -0.007 0.564 0.000
## value 0.003 -0.002 0.001 -0.001 -0.007 0.001 0.000
## percent_emp_x -0.991 -0.003 -0.004 -0.002 -0.011 0.000 0.000
## female:syuzhetbyyear 0.016 -0.001 -0.002 0.000 0.000 -0.914 0.001
## mrtlsp mrtlsn mrtlwd age ctznnc ctznac yrsus1
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle 0.464
## maritalwidowed 0.204 0.278
## age 0.018 0.197 -0.052
## citizennaturalized citizen 0.005 0.027 0.002 -0.076
## citizennot a citizen -0.007 0.006 -0.003 -0.069 0.935
## yrsusa1 0.016 0.002 0.008 -0.484 0.056 0.178
## speakengrecode_num 0.001 0.020 0.008 -0.073 -0.057 -0.060 0.065
## edcatHS -0.023 0.000 -0.010 -0.042 -0.023 -0.076 -0.004
## edcatLess than HS -0.030 -0.023 -0.024 -0.156 -0.015 -0.090 0.021
## edcatSome Col -0.005 0.016 0.000 0.019 -0.023 -0.038 -0.046
## bpldBelize -0.002 0.000 -0.001 0.000 0.003 0.003 -0.004
## bpldBolivia -0.001 0.001 -0.001 0.005 0.003 0.006 0.003
## bpldBrazil 0.003 0.009 -0.001 0.007 0.015 0.013 0.028
## bpldChile -0.003 -0.003 -0.003 0.001 0.006 0.006 -0.004
## bpldColumbia -0.002 0.001 -0.002 -0.002 -0.001 0.007 0.016
## bpldCosta Rica 0.001 0.005 0.000 0.012 0.016 0.016 -0.005
## bpldCuba -0.004 -0.003 -0.002 -0.005 -0.001 0.001 0.001
## bpldDominican Republic -0.009 0.005 -0.001 0.014 0.004 0.014 0.015
## bpldEcuador -0.004 -0.001 -0.001 0.016 -0.001 0.002 0.000
## bpldEl Salvador -0.008 -0.014 -0.006 0.033 -0.005 -0.007 -0.014
## bpldGuatemala -0.009 -0.015 -0.008 0.044 -0.001 -0.004 -0.009
## bpldGuyana -0.004 -0.006 -0.006 -0.014 -0.004 0.011 0.018
## bpldHonduras -0.007 -0.014 -0.006 0.038 -0.001 -0.006 -0.002
## bpldMexico -0.010 -0.009 -0.008 0.048 -0.002 -0.010 -0.035
## bpldNicaragua -0.004 -0.004 -0.004 0.019 -0.004 0.000 -0.013
## bpldPanama 0.000 -0.001 -0.002 0.006 0.113 0.110 -0.035
## bpldParaguay 0.001 0.000 -0.003 0.008 0.008 0.008 0.000
## bpldPeru -0.001 -0.001 -0.002 -0.008 0.001 0.007 0.021
## bpldUruguay 0.003 0.005 0.000 -0.004 0.002 0.002 0.002
## bpldVenezuela -0.001 0.002 -0.002 0.002 0.017 0.018 0.030
## syuzhetbyyear 0.003 -0.003 0.000 -0.018 0.002 0.003 -0.020
## value -0.002 -0.005 0.000 -0.002 -0.005 -0.005 -0.002
## percent_emp_x 0.001 -0.004 0.000 0.005 0.003 0.004 0.005
## female:syuzhetbyyear 0.004 0.001 0.001 0.002 0.000 0.000 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 -0.097
## edcatLess than HS -0.055 0.654
## edcatSome Col -0.033 0.529 0.466
## bpldBelize 0.031 -0.024 -0.019 -0.018
## bpldBolivia -0.009 -0.017 -0.015 -0.022 0.266
## bpldBrazil -0.004 -0.005 -0.004 -0.001 0.392 0.479
## bpldChile 0.001 -0.002 0.001 -0.003 0.274 0.337 0.495
## bpldColumbia -0.017 -0.014 -0.013 -0.012 0.413 0.505 0.747
## bpldCosta Rica -0.002 -0.024 -0.022 -0.019 0.270 0.326 0.481
## bpldCuba -0.012 -0.035 -0.022 -0.017 0.395 0.475 0.703
## bpldDominican Republic -0.016 -0.054 -0.052 -0.040 0.436 0.515 0.769
## bpldEcuador -0.022 -0.044 -0.046 -0.034 0.395 0.482 0.713
## bpldEl Salvador -0.025 -0.091 -0.098 -0.049 0.440 0.543 0.782
## bpldGuatemala -0.024 -0.079 -0.102 -0.045 0.425 0.518 0.756
## bpldGuyana 0.072 -0.051 -0.041 -0.027 0.401 0.427 0.638
## bpldHonduras -0.018 -0.075 -0.091 -0.042 0.403 0.489 0.715
## bpldMexico -0.029 -0.096 -0.105 -0.048 0.461 0.555 0.813
## bpldNicaragua -0.013 -0.042 -0.039 -0.030 0.327 0.399 0.579
## bpldPanama 0.007 -0.016 -0.015 -0.015 0.322 0.366 0.537
## bpldParaguay -0.002 -0.009 -0.008 -0.006 0.153 0.188 0.276
## bpldPeru -0.017 -0.019 -0.014 -0.024 0.395 0.488 0.710
## bpldUruguay -0.004 -0.020 -0.014 -0.015 0.209 0.257 0.380
## bpldVenezuela -0.010 0.027 0.019 0.018 0.348 0.424 0.630
## syuzhetbyyear 0.002 0.012 0.024 0.007 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 0.000 0.002 0.004 0.003 0.003 -0.014
## female:syuzhetbyyear 0.001 0.002 0.001 0.004 -0.004 -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 0.521
## bpldCosta Rica 0.336 0.507
## bpldCuba 0.491 0.746 0.480
## bpldDominican Republic 0.533 0.813 0.522 0.758
## bpldEcuador 0.498 0.756 0.486 0.707 0.788
## bpldEl Salvador 0.549 0.825 0.534 0.780 0.847 0.792
## bpldGuatemala 0.529 0.796 0.516 0.754 0.818 0.765 0.862
## bpldGuyana 0.441 0.672 0.435 0.632 0.722 0.652 0.697
## bpldHonduras 0.500 0.754 0.488 0.715 0.776 0.724 0.812
## bpldMexico 0.573 0.857 0.557 0.816 0.876 0.823 0.932
## bpldNicaragua 0.407 0.612 0.396 0.582 0.627 0.586 0.656
## bpldPanama 0.376 0.566 0.369 0.539 0.587 0.539 0.596
## bpldParaguay 0.193 0.291 0.188 0.274 0.300 0.280 0.306
## bpldPeru 0.498 0.751 0.483 0.706 0.772 0.720 0.793
## bpldUruguay 0.265 0.401 0.258 0.377 0.413 0.386 0.421
## bpldVenezuela 0.438 0.663 0.425 0.631 0.674 0.628 0.691
## syuzhetbyyear 0.001 -0.003 -0.003 -0.004 -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 -0.004 -0.009 -0.004 0.011
## 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 0.673
## bpldHonduras 0.783 0.641
## bpldMexico 0.900 0.720 0.846
## bpldNicaragua 0.632 0.519 0.597 0.685
## bpldPanama 0.574 0.515 0.545 0.622 0.444
## bpldParaguay 0.295 0.251 0.280 0.318 0.227 0.210
## bpldPeru 0.763 0.641 0.721 0.822 0.587 0.540 0.278
## bpldUruguay 0.405 0.341 0.384 0.437 0.311 0.287 0.148
## bpldVenezuela 0.668 0.562 0.633 0.721 0.515 0.479 0.244
## syuzhetbyyear -0.003 0.004 -0.003 0.001 0.000 0.004 -0.003
## value 0.001 -0.004 0.002 0.004 0.001 0.004 0.000
## percent_emp_x 0.007 -0.006 0.005 0.021 0.005 0.000 -0.003
## female:syuzhetbyyear -0.001 0.001 -0.001 -0.002 0.001 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 0.382
## bpldVenezuela 0.630 0.335
## syuzhetbyyear -0.001 -0.001 -0.009
## value -0.001 0.000 0.001 -0.002
## percent_emp_x 0.001 -0.003 -0.001 0.000 -0.026
## female:syuzhetbyyear 0.001 0.000 -0.001 -0.618 -0.001 0.001
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -3.91501161 0.08433124 0.29589360 0.45948998 1.66778911
##
## Number of Observations: 305897
## 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
## 737482.2 737769.3 -368714.1
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.09672705 0.8071638
##
## 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) 10.444591 0.18558201 305661 56.28019
## racecat2Black -0.309201 0.05867145 305661 -5.27005
## racecat2Indigenous -0.164114 0.07750159 305661 -2.11755
## racecat2Asian 0.204501 0.10605052 305661 1.92833
## racecat2Other -0.057298 0.01573889 305661 -3.64054
## female -0.485144 0.00303540 305661 -159.82893
## maritalmarried -0.007491 0.00519602 305661 -1.44168
## maritalseparated -0.092534 0.00857302 305661 -10.79364
## maritalsingle -0.130276 0.00597468 305661 -21.80459
## maritalwidowed -0.052575 0.01324126 305661 -3.97053
## age -0.000152 0.00018019 305661 -0.84462
## citizennaturalized citizen 0.039839 0.00956946 305661 4.16319
## citizennot a citizen -0.162914 0.00969742 305661 -16.79969
## yrsusa1 0.009617 0.00016072 305661 59.83469
## speakengrecode_num -0.020334 0.00123225 305661 -16.50167
## edcatHS -0.492385 0.00409865 305661 -120.13344
## edcatLess than HS -0.609535 0.00474636 305661 -128.42173
## edcatSome Col -0.338026 0.00509061 305661 -66.40183
## syuzhet_average -0.033358 0.06043075 222 -0.55200
## value 0.000000 0.00000000 222 2.91040
## percent_emp_x 0.004971 0.00235343 222 2.11226
## racecat2Black:syuzhet_average 0.672078 0.11860751 305661 5.66640
## racecat2Indigenous:syuzhet_average 0.173817 0.16061783 305661 1.08218
## racecat2Asian:syuzhet_average -0.193847 0.20814899 305661 -0.93129
## racecat2Other:syuzhet_average 0.005110 0.03263625 305661 0.15656
## p-value
## (Intercept) 0.0000
## racecat2Black 0.0000
## racecat2Indigenous 0.0342
## racecat2Asian 0.0538
## racecat2Other 0.0003
## female 0.0000
## maritalmarried 0.1494
## maritalseparated 0.0000
## maritalsingle 0.0000
## maritalwidowed 0.0001
## age 0.3983
## 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 0.5815
## value 0.0040
## percent_emp_x 0.0358
## racecat2Black:syuzhet_average 0.0000
## racecat2Indigenous:syuzhet_average 0.2792
## racecat2Asian:syuzhet_average 0.3517
## racecat2Other:syuzhet_average 0.8756
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female
## racecat2Black 0.004
## racecat2Indigenous -0.003 0.022
## racecat2Asian 0.005 0.022 0.012
## racecat2Other -0.024 0.105 0.081 0.059
## female -0.011 -0.001 0.002 -0.004 0.002
## maritalmarried -0.030 0.008 0.001 0.000 0.007 0.106
## maritalseparated -0.017 0.003 0.001 0.000 0.000 -0.018
## maritalsingle -0.030 0.005 -0.001 -0.002 0.000 0.073
## maritalwidowed -0.008 0.003 -0.001 0.003 0.004 -0.038
## age -0.025 0.000 -0.003 -0.002 0.007 -0.018
## citizennaturalized citizen -0.048 0.000 -0.002 -0.003 -0.016 -0.011
## citizennot a citizen -0.054 0.001 -0.002 -0.002 -0.018 0.015
## yrsusa1 -0.022 0.003 -0.002 -0.002 -0.007 0.024
## speakengrecode_num -0.016 -0.007 -0.001 -0.002 -0.003 0.021
## edcatHS -0.022 0.002 0.000 0.007 -0.017 0.077
## edcatLess than HS -0.020 0.004 -0.001 0.007 -0.020 0.086
## edcatSome Col -0.018 -0.003 0.000 0.004 -0.012 0.028
## syuzhet_average -0.055 0.061 0.040 0.034 0.199 0.000
## value -0.001 0.003 0.002 0.001 0.001 -0.001
## percent_emp_x -0.988 -0.015 -0.004 -0.011 -0.007 0.000
## racecat2Black:syuzhet_average -0.003 -0.986 -0.022 -0.023 -0.108 -0.001
## racecat2Indigenous:syuzhet_average 0.003 -0.022 -0.980 -0.012 -0.080 -0.001
## racecat2Asian:syuzhet_average -0.004 -0.024 -0.013 -0.989 -0.063 0.003
## racecat2Other:syuzhet_average 0.025 -0.106 -0.080 -0.060 -0.979 -0.002
## mrtlmr mrtlsp mrtlsn mrtlwd age ctznnc
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated 0.522
## maritalsingle 0.773 0.464
## maritalwidowed 0.329 0.204 0.278
## age 0.054 0.021 0.204 -0.050
## citizennaturalized citizen -0.007 0.004 0.025 0.001 -0.075
## citizennot a citizen -0.010 -0.009 0.003 -0.004 -0.061 0.934
## yrsusa1 0.016 0.014 -0.003 0.006 -0.477 0.060
## speakengrecode_num -0.004 -0.001 0.019 0.008 -0.063 -0.061
## edcatHS -0.003 -0.030 -0.010 -0.015 -0.011 -0.037
## edcatLess than HS -0.023 -0.039 -0.036 -0.031 -0.123 -0.030
## edcatSome Col 0.020 -0.008 0.012 -0.001 0.033 -0.029
## syuzhet_average 0.003 0.001 0.001 0.003 -0.001 -0.003
## value 0.000 -0.001 -0.004 0.000 -0.003 -0.005
## percent_emp_x 0.003 0.003 -0.002 0.001 -0.004 0.005
## racecat2Black:syuzhet_average -0.006 -0.003 -0.006 -0.004 -0.006 -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 -0.004 0.000 0.001
## racecat2Other:syuzhet_average -0.006 -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 0.179
## speakengrecode_num -0.067 0.058
## edcatHS -0.099 -0.038 -0.111
## edcatLess than HS -0.118 -0.014 -0.072 0.628
## edcatSome Col -0.046 -0.061 -0.039 0.521 0.456
## syuzhet_average -0.005 -0.001 -0.001 -0.004 -0.003 -0.004
## value -0.004 0.000 -0.003 0.001 0.003 0.000
## percent_emp_x 0.009 0.016 -0.001 0.015 0.019 0.010
## racecat2Black:syuzhet_average 0.000 0.000 0.017 0.000 0.001 0.003
## racecat2Indigenous:syuzhet_average 0.002 0.002 0.002 0.000 -0.001 -0.001
## racecat2Asian:syuzhet_average 0.002 0.004 0.012 -0.005 -0.005 -0.002
## racecat2Other:syuzhet_average 0.013 0.008 0.001 0.004 0.005 0.005
## 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 -0.074 -0.007
## racecat2Black:syuzhet_average -0.062 -0.003 0.013
## racecat2Indigenous:syuzhet_average -0.041 -0.002 0.003 0.023
## racecat2Asian:syuzhet_average -0.036 -0.001 0.010 0.027 0.013
## racecat2Other:syuzhet_average -0.202 -0.002 0.005 0.113 0.083 0.066
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -14.11529463 -0.41861440 0.09426747 0.55426827 4.85242730
##
## Number of Observations: 305908
## 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
## 736504.1 737173.8 -368189
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.0941374 0.8057894
##
## 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) 10.946130 0.1991782 305625 54.95646
## racecat2Black -0.007559 0.0107871 305625 -0.70079
## racecat2Indigenous -0.070979 0.0154690 305625 -4.58844
## racecat2Asian 0.029792 0.0170796 305625 1.74428
## racecat2Other -0.046421 0.0032066 305625 -14.47663
## female -0.485146 0.0030352 305625 -159.83830
## maritalmarried -0.007159 0.0051933 305625 -1.37853
## maritalseparated -0.085857 0.0085628 305625 -10.02673
## maritalsingle -0.126233 0.0059739 305625 -21.13078
## maritalwidowed -0.049425 0.0132226 305625 -3.73791
## age -0.000588 0.0001820 305625 -3.23286
## citizennaturalized citizen 0.050459 0.0096741 305625 5.21583
## citizennot a citizen -0.151026 0.0098093 305625 -15.39626
## yrsusa1 0.009901 0.0001629 305625 60.77104
## speakengrecode_num -0.017218 0.0012437 305625 -13.84381
## edcatHS -0.472160 0.0042324 305625 -111.55752
## edcatLess than HS -0.582145 0.0049517 305625 -117.56468
## edcatSome Col -0.323411 0.0051242 305625 -63.11403
## bpldBelize -0.534176 0.1827692 305625 -2.92268
## bpldBolivia -0.249574 0.1699833 305625 -1.46822
## bpldBrazil -0.125746 0.0921833 305625 -1.36408
## bpldChile -0.260111 0.1219228 305625 -2.13340
## bpldColumbia -0.306348 0.0900170 305625 -3.40322
## bpldCosta Rica -0.233470 0.1319563 305625 -1.76930
## bpldCuba -0.536405 0.0957325 305625 -5.60316
## bpldDominican Republic -0.448108 0.0898401 305625 -4.98784
## bpldEcuador -0.332716 0.1043741 305625 -3.18772
## bpldEl Salvador -0.315398 0.0835308 305625 -3.77583
## bpldGuatemala -0.360836 0.0863941 305625 -4.17663
## bpldGuyana -0.393321 0.1249761 305625 -3.14717
## bpldHonduras -0.394630 0.0907974 305625 -4.34627
## bpldMexico -0.382820 0.0787277 305625 -4.86258
## bpldNicaragua -0.449727 0.1147603 305625 -3.91884
## bpldPanama -0.511749 0.1100994 305625 -4.64806
## bpldParaguay -0.565290 0.2472041 305625 -2.28674
## bpldPeru -0.286356 0.0946656 305625 -3.02492
## bpldUruguay -0.280392 0.1950019 305625 -1.43789
## bpldVenezuela -0.319088 0.1045649 305625 -3.05158
## syuzhet_average -0.244573 0.1709817 222 -1.43040
## value 0.000000 0.0000000 222 2.96589
## percent_emp_x 0.002790 0.0023158 222 1.20491
## bpldBelize:syuzhet_average 0.800684 0.3650876 305625 2.19313
## bpldBolivia:syuzhet_average -0.087611 0.3524025 305625 -0.24861
## bpldBrazil:syuzhet_average 0.103969 0.1936517 305625 0.53689
## bpldChile:syuzhet_average 0.130565 0.2544575 305625 0.51311
## bpldColumbia:syuzhet_average 0.172042 0.1868028 305625 0.92098
## bpldCosta Rica:syuzhet_average 0.063716 0.2761186 305625 0.23075
## bpldCuba:syuzhet_average 0.607294 0.2010486 305625 3.02063
## bpldDominican Republic:syuzhet_average 0.265589 0.1848404 305625 1.43685
## bpldEcuador:syuzhet_average 0.162108 0.2113697 305625 0.76694
## bpldEl Salvador:syuzhet_average 0.108027 0.1726886 305625 0.62556
## bpldGuatemala:syuzhet_average 0.104430 0.1782060 305625 0.58601
## bpldGuyana:syuzhet_average 0.505508 0.2482547 305625 2.03625
## bpldHonduras:syuzhet_average 0.249409 0.1898899 305625 1.31344
## bpldMexico:syuzhet_average 0.219552 0.1632791 305625 1.34464
## bpldNicaragua:syuzhet_average 0.414386 0.2372118 305625 1.74690
## bpldPanama:syuzhet_average 0.765028 0.2345849 305625 3.26120
## bpldParaguay:syuzhet_average 0.724518 0.5094518 305625 1.42215
## bpldPeru:syuzhet_average 0.065673 0.1955111 305625 0.33591
## bpldUruguay:syuzhet_average 0.381184 0.4022652 305625 0.94759
## bpldVenezuela:syuzhet_average 0.282717 0.2215134 305625 1.27630
## p-value
## (Intercept) 0.0000
## racecat2Black 0.4834
## racecat2Indigenous 0.0000
## racecat2Asian 0.0811
## racecat2Other 0.0000
## female 0.0000
## maritalmarried 0.1680
## maritalseparated 0.0000
## maritalsingle 0.0000
## maritalwidowed 0.0002
## age 0.0012
## 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 0.0035
## bpldBolivia 0.1420
## bpldBrazil 0.1725
## bpldChile 0.0329
## bpldColumbia 0.0007
## bpldCosta Rica 0.0768
## bpldCuba 0.0000
## bpldDominican Republic 0.0000
## bpldEcuador 0.0014
## bpldEl Salvador 0.0002
## bpldGuatemala 0.0000
## bpldGuyana 0.0016
## bpldHonduras 0.0000
## bpldMexico 0.0000
## bpldNicaragua 0.0001
## bpldPanama 0.0000
## bpldParaguay 0.0222
## bpldPeru 0.0025
## bpldUruguay 0.1505
## bpldVenezuela 0.0023
## syuzhet_average 0.1540
## value 0.0033
## percent_emp_x 0.2295
## bpldBelize:syuzhet_average 0.0283
## bpldBolivia:syuzhet_average 0.8037
## bpldBrazil:syuzhet_average 0.5913
## bpldChile:syuzhet_average 0.6079
## bpldColumbia:syuzhet_average 0.3571
## bpldCosta Rica:syuzhet_average 0.8175
## bpldCuba:syuzhet_average 0.0025
## bpldDominican Republic:syuzhet_average 0.1508
## bpldEcuador:syuzhet_average 0.4431
## bpldEl Salvador:syuzhet_average 0.5316
## bpldGuatemala:syuzhet_average 0.5579
## bpldGuyana:syuzhet_average 0.0417
## bpldHonduras:syuzhet_average 0.1890
## bpldMexico:syuzhet_average 0.1787
## bpldNicaragua:syuzhet_average 0.0807
## bpldPanama:syuzhet_average 0.0011
## bpldParaguay:syuzhet_average 0.1550
## bpldPeru:syuzhet_average 0.7369
## bpldUruguay:syuzhet_average 0.3433
## bpldVenezuela:syuzhet_average 0.2019
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O
## racecat2Black 0.003
## racecat2Indigenous 0.002 0.030
## racecat2Asian 0.004 0.205 0.021
## racecat2Other 0.007 0.159 0.087 0.100
## female -0.011 -0.004 0.003 -0.002 0.002
## maritalmarried -0.026 0.011 0.000 -0.002 0.006
## maritalseparated -0.014 0.000 0.000 0.001 -0.007
## maritalsingle -0.026 -0.005 -0.001 -0.002 -0.008
## maritalwidowed -0.006 -0.002 0.002 -0.002 0.000
## age -0.034 -0.008 0.001 0.004 0.020
## citizennaturalized citizen -0.043 -0.017 -0.002 -0.013 -0.020
## citizennot a citizen -0.046 -0.017 -0.002 -0.007 -0.027
## yrsusa1 -0.010 0.002 -0.002 0.003 0.001
## speakengrecode_num -0.009 -0.001 0.000 0.003 -0.011
## edcatHS -0.001 0.011 0.001 0.010 -0.043
## edcatLess than HS 0.002 0.014 -0.003 0.005 -0.050
## edcatSome Col -0.007 0.001 -0.001 0.009 -0.026
## bpldBelize -0.167 0.001 -0.009 -0.005 -0.010
## bpldBolivia -0.180 -0.002 -0.003 -0.007 -0.005
## bpldBrazil -0.324 -0.005 0.000 -0.003 -0.004
## bpldChile -0.251 -0.001 0.001 -0.003 -0.003
## bpldColumbia -0.336 -0.006 0.000 -0.006 -0.008
## bpldCosta Rica -0.227 0.002 0.000 -0.002 -0.007
## bpldCuba -0.317 -0.013 0.000 -0.005 -0.007
## bpldDominican Republic -0.324 -0.021 -0.002 -0.008 -0.015
## bpldEcuador -0.288 -0.003 -0.002 -0.005 -0.005
## bpldEl Salvador -0.373 -0.003 -0.002 -0.006 -0.011
## bpldGuatemala -0.357 -0.004 -0.003 -0.008 -0.010
## bpldGuyana -0.237 -0.055 -0.006 -0.029 -0.016
## bpldHonduras -0.340 -0.005 0.000 -0.005 -0.008
## bpldMexico -0.406 -0.002 -0.001 -0.006 -0.008
## bpldNicaragua -0.271 -0.003 -0.005 -0.005 -0.010
## bpldPanama -0.285 0.003 0.001 0.000 -0.006
## bpldParaguay -0.121 -0.001 -0.001 -0.005 -0.003
## bpldPeru -0.322 -0.003 -0.002 -0.001 -0.010
## bpldUruguay -0.151 0.000 0.001 -0.001 -0.001
## bpldVenezuela -0.290 -0.002 -0.001 0.000 -0.005
## syuzhet_average -0.385 0.001 0.001 -0.007 0.004
## value 0.000 -0.002 0.000 -0.001 -0.007
## percent_emp_x -0.911 -0.003 -0.003 -0.003 -0.009
## bpldBelize:syuzhet_average 0.170 -0.034 0.006 -0.002 0.002
## bpldBolivia:syuzhet_average 0.177 0.002 0.001 0.007 0.002
## bpldBrazil:syuzhet_average 0.316 0.002 0.000 0.000 0.001
## bpldChile:syuzhet_average 0.245 0.001 -0.001 0.004 0.000
## bpldColumbia:syuzhet_average 0.330 0.004 -0.001 0.008 0.002
## bpldCosta Rica:syuzhet_average 0.222 -0.007 -0.001 0.003 0.003
## bpldCuba:syuzhet_average 0.308 0.008 0.000 0.006 0.005
## bpldDominican Republic:syuzhet_average 0.322 0.005 0.000 0.007 0.000
## bpldEcuador:syuzhet_average 0.290 0.002 0.000 0.006 -0.003
## bpldEl Salvador:syuzhet_average 0.366 0.001 -0.001 0.008 -0.001
## bpldGuatemala:syuzhet_average 0.352 0.001 -0.001 0.009 -0.002
## bpldGuyana:syuzhet_average 0.244 0.013 0.003 -0.014 0.003
## bpldHonduras:syuzhet_average 0.331 0.000 -0.002 0.007 -0.002
## bpldMexico:syuzhet_average 0.396 0.000 -0.001 0.009 -0.002
## bpldNicaragua:syuzhet_average 0.267 0.001 0.003 0.006 0.002
## bpldPanama:syuzhet_average 0.271 -0.030 -0.002 -0.008 -0.004
## bpldParaguay:syuzhet_average 0.120 0.001 0.000 0.003 0.001
## bpldPeru:syuzhet_average 0.317 0.001 -0.001 0.000 0.001
## bpldUruguay:syuzhet_average 0.149 0.000 0.000 0.003 0.001
## bpldVenezuela:syuzhet_average 0.278 -0.001 0.000 -0.001 0.000
## female mrtlmr mrtlsp mrtlsn mrtlwd
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried 0.104
## maritalseparated -0.019 0.521
## maritalsingle 0.071 0.773 0.464
## maritalwidowed -0.038 0.330 0.204 0.278
## age -0.014 0.048 0.018 0.197 -0.052
## citizennaturalized citizen -0.013 -0.005 0.005 0.027 0.002
## citizennot a citizen 0.011 -0.007 -0.007 0.007 -0.003
## yrsusa1 0.019 0.021 0.017 0.001 0.008
## speakengrecode_num 0.020 -0.004 0.001 0.020 0.008
## edcatHS 0.070 0.004 -0.023 0.000 -0.010
## edcatLess than HS 0.075 -0.013 -0.030 -0.022 -0.024
## edcatSome Col 0.027 0.022 -0.005 0.016 0.000
## bpldBelize 0.000 -0.001 -0.001 0.000 0.000
## bpldBolivia -0.003 0.000 0.000 0.002 -0.001
## bpldBrazil -0.003 -0.002 -0.001 0.000 -0.002
## bpldChile 0.000 -0.001 -0.003 -0.001 -0.001
## bpldColumbia -0.004 0.001 -0.002 -0.001 -0.001
## bpldCosta Rica -0.003 0.001 0.002 0.002 -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 -0.001
## bpldGuyana -0.002 0.002 -0.001 0.000 0.000
## bpldHonduras -0.002 0.001 -0.004 -0.003 -0.002
## bpldMexico -0.001 0.000 -0.003 0.000 -0.002
## bpldNicaragua -0.002 0.000 -0.002 -0.001 0.000
## bpldPanama -0.005 0.002 -0.001 0.001 0.000
## bpldParaguay -0.001 -0.002 -0.003 -0.005 -0.003
## bpldPeru -0.004 0.002 -0.001 0.000 -0.002
## bpldUruguay 0.001 -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 -0.002 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 0.002 0.000 0.002 0.001 0.001
## bpldCosta Rica:syuzhet_average 0.002 -0.001 -0.002 -0.001 0.001
## bpldCuba:syuzhet_average 0.001 0.000 0.002 0.002 0.001
## bpldDominican Republic:syuzhet_average -0.002 -0.002 0.001 0.001 0.001
## bpldEcuador:syuzhet_average 0.003 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 0.001 -0.003 0.000 -0.001 -0.001
## bpldHonduras:syuzhet_average 0.001 -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 0.003 -0.002 0.001 -0.002 0.000
## bpldParaguay:syuzhet_average 0.000 0.002 0.003 0.005 0.002
## bpldPeru:syuzhet_average 0.002 -0.001 0.001 -0.001 0.002
## bpldUruguay:syuzhet_average -0.001 0.003 0.003 0.003 -0.001
## bpldVenezuela:syuzhet_average 0.000 0.001 0.001 0.000 0.000
## age ctznnc ctznac yrsus1 spkng_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen -0.076
## citizennot a citizen -0.069 0.935
## yrsusa1 -0.485 0.056 0.178
## speakengrecode_num -0.073 -0.057 -0.059 0.065
## edcatHS -0.042 -0.023 -0.076 -0.004 -0.096
## edcatLess than HS -0.156 -0.015 -0.090 0.022 -0.055
## edcatSome Col 0.019 -0.023 -0.038 -0.046 -0.033
## bpldBelize 0.004 0.000 0.000 -0.004 0.004
## bpldBolivia 0.003 0.001 0.001 0.000 0.002
## bpldBrazil 0.004 0.001 0.000 0.005 -0.001
## bpldChile -0.002 0.001 0.001 0.002 0.000
## bpldColumbia 0.004 -0.002 -0.001 0.005 -0.001
## bpldCosta Rica 0.004 0.005 0.005 0.004 0.000
## bpldCuba 0.001 0.003 0.002 0.015 -0.006
## bpldDominican Republic 0.006 -0.003 -0.001 0.004 -0.005
## bpldEcuador 0.004 0.001 0.002 0.003 0.002
## bpldEl Salvador 0.011 -0.005 -0.006 -0.005 -0.005
## bpldGuatemala 0.014 -0.001 -0.002 -0.003 -0.003
## bpldGuyana 0.002 -0.006 -0.005 -0.005 0.007
## bpldHonduras 0.014 -0.003 -0.005 0.001 0.000
## bpldMexico 0.012 -0.003 -0.005 -0.004 -0.006
## bpldNicaragua 0.007 -0.005 -0.005 -0.004 0.001
## bpldPanama 0.005 0.044 0.042 -0.010 0.004
## bpldParaguay 0.003 0.006 0.006 -0.002 0.002
## bpldPeru 0.000 0.003 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 0.003 -0.002 -0.002 0.002 0.000
## value -0.001 -0.004 -0.004 -0.002 -0.004
## percent_emp_x 0.004 0.002 0.004 0.004 -0.005
## bpldBelize:syuzhet_average -0.004 0.000 0.001 0.003 0.001
## bpldBolivia:syuzhet_average -0.003 0.000 0.000 0.000 -0.003
## bpldBrazil:syuzhet_average -0.003 0.001 0.003 0.001 0.000
## bpldChile:syuzhet_average 0.002 0.000 0.001 -0.002 0.000
## bpldColumbia:syuzhet_average -0.004 0.001 0.002 -0.002 -0.002
## bpldCosta Rica:syuzhet_average -0.002 -0.002 -0.002 -0.005 -0.001
## bpldCuba:syuzhet_average -0.001 -0.003 -0.002 -0.015 0.004
## bpldDominican Republic:syuzhet_average -0.004 0.003 0.003 -0.002 0.002
## bpldEcuador:syuzhet_average -0.001 -0.001 -0.002 -0.003 -0.006
## bpldEl Salvador:syuzhet_average -0.005 0.004 0.005 0.002 0.000
## bpldGuatemala:syuzhet_average -0.005 0.001 0.002 0.001 -0.001
## bpldGuyana:syuzhet_average -0.005 0.005 0.007 0.007 0.004
## bpldHonduras:syuzhet_average -0.007 0.003 0.004 -0.001 -0.003
## bpldMexico:syuzhet_average -0.003 0.003 0.003 -0.002 0.001
## bpldNicaragua:syuzhet_average -0.004 0.004 0.005 0.002 -0.003
## bpldPanama:syuzhet_average -0.004 -0.022 -0.020 0.002 -0.003
## bpldParaguay:syuzhet_average -0.002 -0.004 -0.005 0.002 -0.002
## bpldPeru:syuzhet_average -0.001 -0.003 -0.002 0.000 -0.004
## bpldUruguay:syuzhet_average -0.001 0.006 0.006 -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 0.654
## edcatSome Col 0.530 0.466
## bpldBelize -0.002 -0.003 -0.003
## bpldBolivia 0.000 -0.001 -0.003 0.195
## bpldBrazil -0.006 -0.005 -0.005 0.358 0.386
## bpldChile -0.002 0.000 -0.003 0.272 0.292
## bpldColumbia 0.004 0.002 0.002 0.367 0.396
## bpldCosta Rica 0.000 -0.001 -0.003 0.251 0.270
## bpldCuba -0.009 -0.006 -0.008 0.347 0.372
## bpldDominican Republic -0.014 -0.012 -0.013 0.366 0.397
## bpldEcuador -0.001 -0.002 -0.003 0.317 0.341
## bpldEl Salvador -0.023 -0.024 -0.015 0.398 0.427
## bpldGuatemala -0.017 -0.022 -0.013 0.385 0.413
## bpldGuyana -0.002 -0.001 -0.001 0.265 0.285
## bpldHonduras -0.019 -0.022 -0.012 0.366 0.393
## bpldMexico -0.022 -0.022 -0.014 0.422 0.453
## bpldNicaragua -0.009 -0.008 -0.006 0.290 0.311
## bpldPanama -0.010 -0.008 -0.009 0.301 0.326
## bpldParaguay 0.001 0.000 0.000 0.134 0.144
## bpldPeru 0.001 0.000 -0.002 0.350 0.377
## bpldUruguay -0.003 -0.001 -0.002 0.170 0.183
## bpldVenezuela 0.006 0.005 0.004 0.317 0.341
## syuzhet_average -0.004 -0.002 -0.005 0.394 0.425
## value 0.000 0.001 0.000 0.001 0.000
## percent_emp_x 0.000 0.002 0.004 0.001 0.002
## bpldBelize:syuzhet_average -0.002 0.000 0.000 -0.985 -0.199
## bpldBolivia:syuzhet_average -0.003 -0.001 0.000 -0.192 -0.988
## bpldBrazil:syuzhet_average 0.005 0.004 0.005 -0.347 -0.374
## bpldChile:syuzhet_average 0.002 0.001 0.002 -0.265 -0.285
## bpldColumbia:syuzhet_average -0.007 -0.005 -0.004 -0.360 -0.388
## bpldCosta Rica:syuzhet_average -0.005 -0.003 -0.001 -0.244 -0.263
## bpldCuba:syuzhet_average 0.003 0.001 0.005 -0.336 -0.361
## bpldDominican Republic:syuzhet_average 0.004 0.003 0.006 -0.362 -0.393
## bpldEcuador:syuzhet_average -0.006 -0.006 -0.002 -0.318 -0.343
## bpldEl Salvador:syuzhet_average 0.006 0.005 0.006 -0.392 -0.421
## bpldGuatemala:syuzhet_average 0.003 0.002 0.004 -0.380 -0.408
## bpldGuyana:syuzhet_average -0.006 -0.006 -0.003 -0.271 -0.292
## bpldHonduras:syuzhet_average 0.005 0.005 0.004 -0.356 -0.382
## bpldMexico:syuzhet_average 0.003 0.002 0.004 -0.415 -0.445
## bpldNicaragua:syuzhet_average 0.001 0.000 0.001 -0.285 -0.306
## bpldPanama:syuzhet_average 0.007 0.005 0.006 -0.288 -0.312
## bpldParaguay:syuzhet_average -0.003 -0.002 -0.001 -0.132 -0.143
## bpldPeru:syuzhet_average -0.004 -0.002 -0.003 -0.345 -0.371
## bpldUruguay:syuzhet_average 0.000 -0.001 -0.001 -0.167 -0.181
## bpldVenezuela:syuzhet_average -0.001 -0.002 0.000 -0.304 -0.328
## 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 0.538
## bpldColumbia 0.732 0.551
## bpldCosta Rica 0.498 0.376 0.510
## bpldCuba 0.685 0.519 0.705 0.480
## bpldDominican Republic 0.741 0.552 0.758 0.512 0.704
## bpldEcuador 0.631 0.476 0.648 0.441 0.607
## bpldEl Salvador 0.784 0.594 0.804 0.548 0.757
## bpldGuatemala 0.759 0.574 0.778 0.530 0.732
## bpldGuyana 0.527 0.397 0.542 0.369 0.509
## bpldHonduras 0.722 0.546 0.742 0.505 0.699
## bpldMexico 0.829 0.631 0.851 0.582 0.803
## bpldNicaragua 0.570 0.433 0.586 0.400 0.553
## bpldPanama 0.595 0.452 0.612 0.419 0.576
## bpldParaguay 0.266 0.201 0.273 0.186 0.256
## bpldPeru 0.693 0.525 0.712 0.485 0.669
## bpldUruguay 0.338 0.254 0.346 0.236 0.325
## bpldVenezuela 0.628 0.475 0.645 0.439 0.609
## syuzhet_average 0.779 0.594 0.798 0.547 0.753
## value -0.001 -0.001 0.002 0.001 0.002
## percent_emp_x -0.005 0.001 -0.001 -0.004 -0.001
## bpldBelize:syuzhet_average -0.364 -0.277 -0.374 -0.256 -0.353
## bpldBolivia:syuzhet_average -0.379 -0.287 -0.389 -0.266 -0.366
## bpldBrazil:syuzhet_average -0.982 -0.522 -0.709 -0.482 -0.665
## bpldChile:syuzhet_average -0.525 -0.979 -0.538 -0.367 -0.506
## bpldColumbia:syuzhet_average -0.718 -0.541 -0.983 -0.501 -0.692
## bpldCosta Rica:syuzhet_average -0.484 -0.366 -0.497 -0.981 -0.467
## bpldCuba:syuzhet_average -0.665 -0.503 -0.684 -0.466 -0.983
## bpldDominican Republic:syuzhet_average -0.733 -0.546 -0.750 -0.507 -0.697
## bpldEcuador:syuzhet_average -0.635 -0.478 -0.652 -0.444 -0.610
## bpldEl Salvador:syuzhet_average -0.772 -0.585 -0.792 -0.540 -0.745
## bpldGuatemala:syuzhet_average -0.749 -0.567 -0.767 -0.523 -0.722
## bpldGuyana:syuzhet_average -0.540 -0.407 -0.556 -0.378 -0.521
## bpldHonduras:syuzhet_average -0.703 -0.532 -0.723 -0.492 -0.680
## bpldMexico:syuzhet_average -0.814 -0.619 -0.835 -0.571 -0.788
## bpldNicaragua:syuzhet_average -0.562 -0.426 -0.577 -0.394 -0.544
## bpldPanama:syuzhet_average -0.569 -0.432 -0.585 -0.400 -0.551
## bpldParaguay:syuzhet_average -0.263 -0.199 -0.270 -0.184 -0.253
## bpldPeru:syuzhet_average -0.684 -0.517 -0.702 -0.478 -0.659
## bpldUruguay:syuzhet_average -0.334 -0.251 -0.342 -0.233 -0.321
## bpldVenezuela:syuzhet_average -0.604 -0.456 -0.620 -0.422 -0.586
## 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 0.656
## bpldEl Salvador 0.803 0.692
## bpldGuatemala 0.779 0.670 0.845
## bpldGuyana 0.550 0.470 0.577 0.558
## bpldHonduras 0.743 0.640 0.803 0.775 0.534
## bpldMexico 0.847 0.733 0.926 0.894 0.610
## bpldNicaragua 0.585 0.505 0.635 0.613 0.422
## bpldPanama 0.612 0.528 0.658 0.636 0.442
## bpldParaguay 0.274 0.236 0.292 0.283 0.197
## bpldPeru 0.715 0.615 0.765 0.740 0.513
## bpldUruguay 0.349 0.299 0.371 0.358 0.250
## bpldVenezuela 0.645 0.556 0.693 0.669 0.465
## syuzhet_average 0.796 0.688 0.863 0.835 0.576
## value 0.003 0.002 -0.001 0.001 0.002
## percent_emp_x -0.013 -0.003 0.011 0.006 -0.006
## bpldBelize:syuzhet_average -0.372 -0.322 -0.406 -0.392 -0.268
## bpldBolivia:syuzhet_average -0.389 -0.335 -0.419 -0.406 -0.280
## bpldBrazil:syuzhet_average -0.717 -0.612 -0.759 -0.735 -0.511
## bpldChile:syuzhet_average -0.539 -0.464 -0.579 -0.561 -0.388
## bpldColumbia:syuzhet_average -0.744 -0.636 -0.789 -0.763 -0.533
## bpldCosta Rica:syuzhet_average -0.499 -0.429 -0.533 -0.516 -0.359
## bpldCuba:syuzhet_average -0.682 -0.588 -0.734 -0.710 -0.493
## bpldDominican Republic:syuzhet_average -0.983 -0.650 -0.794 -0.770 -0.545
## bpldEcuador:syuzhet_average -0.661 -0.985 -0.695 -0.673 -0.473
## bpldEl Salvador:syuzhet_average -0.790 -0.681 -0.982 -0.832 -0.568
## bpldGuatemala:syuzhet_average -0.768 -0.661 -0.833 -0.982 -0.551
## bpldGuyana:syuzhet_average -0.564 -0.482 -0.591 -0.572 -0.987
## bpldHonduras:syuzhet_average -0.723 -0.623 -0.781 -0.754 -0.519
## bpldMexico:syuzhet_average -0.830 -0.719 -0.909 -0.878 -0.599
## bpldNicaragua:syuzhet_average -0.576 -0.497 -0.625 -0.604 -0.415
## bpldPanama:syuzhet_average -0.584 -0.505 -0.629 -0.608 -0.421
## bpldParaguay:syuzhet_average -0.271 -0.233 -0.288 -0.279 -0.195
## bpldPeru:syuzhet_average -0.705 -0.606 -0.754 -0.729 -0.506
## bpldUruguay:syuzhet_average -0.345 -0.296 -0.366 -0.354 -0.248
## bpldVenezuela:syuzhet_average -0.620 -0.534 -0.666 -0.643 -0.447
## 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 0.850
## bpldNicaragua 0.583 0.673
## bpldPanama 0.607 0.699 0.481
## bpldParaguay 0.269 0.310 0.213 0.223
## bpldPeru 0.705 0.811 0.557 0.582 0.259
## bpldUruguay 0.343 0.392 0.270 0.283 0.126
## bpldVenezuela 0.640 0.734 0.505 0.528 0.234
## syuzhet_average 0.795 0.921 0.629 0.662 0.290
## value 0.002 0.000 0.001 0.002 0.000
## percent_emp_x 0.006 0.020 0.007 0.004 -0.002
## bpldBelize:syuzhet_average -0.372 -0.430 -0.295 -0.307 -0.136
## bpldBolivia:syuzhet_average -0.386 -0.445 -0.305 -0.321 -0.142
## bpldBrazil:syuzhet_average -0.700 -0.804 -0.553 -0.577 -0.258
## bpldChile:syuzhet_average -0.533 -0.616 -0.422 -0.441 -0.196
## bpldColumbia:syuzhet_average -0.728 -0.835 -0.575 -0.600 -0.268
## bpldCosta Rica:syuzhet_average -0.492 -0.566 -0.389 -0.407 -0.181
## bpldCuba:syuzhet_average -0.677 -0.779 -0.536 -0.559 -0.248
## bpldDominican Republic:syuzhet_average -0.735 -0.837 -0.579 -0.606 -0.271
## bpldEcuador:syuzhet_average -0.643 -0.736 -0.507 -0.531 -0.237
## bpldEl Salvador:syuzhet_average -0.790 -0.912 -0.625 -0.648 -0.287
## bpldGuatemala:syuzhet_average -0.764 -0.882 -0.605 -0.628 -0.279
## bpldGuyana:syuzhet_average -0.547 -0.625 -0.432 -0.453 -0.202
## bpldHonduras:syuzhet_average -0.981 -0.827 -0.568 -0.591 -0.262
## bpldMexico:syuzhet_average -0.833 -0.981 -0.660 -0.686 -0.304
## bpldNicaragua:syuzhet_average -0.574 -0.663 -0.983 -0.473 -0.210
## bpldPanama:syuzhet_average -0.580 -0.668 -0.459 -0.977 -0.213
## bpldParaguay:syuzhet_average -0.266 -0.306 -0.210 -0.221 -0.983
## bpldPeru:syuzhet_average -0.695 -0.799 -0.549 -0.574 -0.255
## bpldUruguay:syuzhet_average -0.338 -0.387 -0.267 -0.280 -0.124
## bpldVenezuela:syuzhet_average -0.615 -0.706 -0.486 -0.508 -0.225
## 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 0.328
## bpldVenezuela 0.612 0.298
## syuzhet_average 0.761 0.368 0.690
## value 0.001 0.002 0.001 -0.043
## percent_emp_x 0.001 -0.005 -0.001 -0.014 -0.008
## bpldBelize:syuzhet_average -0.356 -0.173 -0.323 -0.417 -0.001
## bpldBolivia:syuzhet_average -0.370 -0.180 -0.335 -0.433 0.000
## bpldBrazil:syuzhet_average -0.672 -0.327 -0.609 -0.784 0.001
## bpldChile:syuzhet_average -0.512 -0.248 -0.463 -0.601 0.002
## bpldColumbia:syuzhet_average -0.699 -0.340 -0.633 -0.812 -0.002
## bpldCosta Rica:syuzhet_average -0.472 -0.230 -0.427 -0.552 0.000
## bpldCuba:syuzhet_average -0.648 -0.315 -0.591 -0.758 -0.002
## bpldDominican Republic:syuzhet_average -0.708 -0.346 -0.639 -0.817 -0.004
## bpldEcuador:syuzhet_average -0.618 -0.301 -0.559 -0.717 -0.002
## bpldEl Salvador:syuzhet_average -0.753 -0.365 -0.682 -0.881 0.000
## bpldGuatemala:syuzhet_average -0.730 -0.354 -0.660 -0.855 -0.001
## bpldGuyana:syuzhet_average -0.527 -0.257 -0.477 -0.611 -0.002
## bpldHonduras:syuzhet_average -0.686 -0.334 -0.623 -0.803 -0.002
## bpldMexico:syuzhet_average -0.796 -0.385 -0.720 -0.938 0.001
## bpldNicaragua:syuzhet_average -0.549 -0.266 -0.498 -0.643 0.000
## bpldPanama:syuzhet_average -0.556 -0.271 -0.505 -0.656 -0.002
## bpldParaguay:syuzhet_average -0.256 -0.124 -0.232 -0.297 0.000
## bpldPeru:syuzhet_average -0.983 -0.324 -0.603 -0.778 -0.001
## bpldUruguay:syuzhet_average -0.324 -0.986 -0.294 -0.376 -0.002
## bpldVenezuela:syuzhet_average -0.588 -0.286 -0.982 -0.688 0.000
## 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 0.000
## bpldBolivia:syuzhet_average -0.001 0.203
## bpldBrazil:syuzhet_average 0.003 0.367 0.381
## bpldChile:syuzhet_average -0.001 0.280 0.290 0.528
## bpldColumbia:syuzhet_average 0.001 0.381 0.396 0.722
## bpldCosta Rica:syuzhet_average 0.003 0.258 0.268 0.487
## bpldCuba:syuzhet_average 0.001 0.355 0.368 0.669
## bpldDominican Republic:syuzhet_average 0.012 0.382 0.400 0.736
## bpldEcuador:syuzhet_average 0.002 0.336 0.350 0.638
## bpldEl Salvador:syuzhet_average -0.009 0.415 0.429 0.776
## bpldGuatemala:syuzhet_average -0.005 0.402 0.415 0.752
## bpldGuyana:syuzhet_average 0.005 0.286 0.297 0.543
## bpldHonduras:syuzhet_average -0.005 0.376 0.390 0.707
## bpldMexico:syuzhet_average -0.017 0.439 0.453 0.819
## bpldNicaragua:syuzhet_average -0.006 0.302 0.312 0.565
## bpldPanama:syuzhet_average -0.004 0.305 0.318 0.572
## bpldParaguay:syuzhet_average 0.001 0.140 0.145 0.265
## bpldPeru:syuzhet_average 0.000 0.364 0.378 0.688
## bpldUruguay:syuzhet_average 0.004 0.177 0.184 0.335
## bpldVenezuela:syuzhet_average 0.001 0.322 0.334 0.608
## 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 0.548
## bpldCosta Rica:syuzhet_average 0.371 0.506
## bpldCuba:syuzhet_average 0.509 0.696 0.470
## bpldDominican Republic:syuzhet_average 0.553 0.764 0.512 0.701
## bpldEcuador:syuzhet_average 0.484 0.665 0.448 0.614 0.679
## bpldEl Salvador:syuzhet_average 0.592 0.805 0.545 0.749 0.811
## bpldGuatemala:syuzhet_average 0.574 0.780 0.528 0.726 0.787
## bpldGuyana:syuzhet_average 0.412 0.567 0.382 0.524 0.580
## bpldHonduras:syuzhet_average 0.538 0.736 0.497 0.684 0.742
## bpldMexico:syuzhet_average 0.627 0.849 0.576 0.792 0.852
## bpldNicaragua:syuzhet_average 0.431 0.587 0.397 0.548 0.591
## bpldPanama:syuzhet_average 0.437 0.595 0.404 0.554 0.601
## bpldParaguay:syuzhet_average 0.201 0.275 0.185 0.254 0.279
## bpldPeru:syuzhet_average 0.524 0.715 0.483 0.663 0.724
## bpldUruguay:syuzhet_average 0.254 0.349 0.235 0.323 0.355
## bpldVenezuela:syuzhet_average 0.462 0.632 0.426 0.590 0.637
## 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 0.710
## bpldGuatemala:syuzhet_average 0.688 0.852
## bpldGuyana:syuzhet_average 0.504 0.603 0.585
## bpldHonduras:syuzhet_average 0.649 0.797 0.771 0.552
## bpldMexico:syuzhet_average 0.749 0.929 0.899 0.636 0.841
## bpldNicaragua:syuzhet_average 0.518 0.639 0.618 0.441 0.580
## bpldPanama:syuzhet_average 0.526 0.642 0.622 0.449 0.586
## bpldParaguay:syuzhet_average 0.244 0.294 0.286 0.207 0.269
## bpldPeru:syuzhet_average 0.633 0.770 0.747 0.539 0.702
## bpldUruguay:syuzhet_average 0.309 0.374 0.362 0.264 0.342
## bpldVenezuela:syuzhet_average 0.557 0.680 0.658 0.475 0.621
## 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 0.675
## bpldPanama:syuzhet_average 0.680 0.469
## bpldParaguay:syuzhet_average 0.311 0.215 0.219
## bpldPeru:syuzhet_average 0.814 0.561 0.569 0.262
## bpldUruguay:syuzhet_average 0.394 0.272 0.277 0.128
## bpldVenezuela:syuzhet_average 0.718 0.496 0.504 0.231
## 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 0.332
## bpldVenezuela:syuzhet_average 0.601 0.293
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -14.1571887 -0.4161130 0.0955354 0.5552178 4.8566067
##
## Number of Observations: 305908
## 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
## 1534043 1534713 -766958.5
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.2960591 2.967442
##
## 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) 10.489828 0.6642308 305625 15.79245
## racecat2Black 0.153615 0.0397224 305625 3.86722
## racecat2Indigenous -0.036942 0.0569639 305625 -0.64852
## racecat2Asian 0.159182 0.0628958 305625 2.53088
## racecat2Other -0.038822 0.0118058 305625 -3.28842
## female -0.446801 0.0111774 305625 -39.97365
## maritalmarried 0.076452 0.0191244 305625 3.99763
## maritalseparated -0.119498 0.0315333 305625 -3.78958
## maritalsingle -0.007802 0.0219991 305625 -0.35465
## maritalwidowed -0.030859 0.0486934 305625 -0.63373
## age -0.016902 0.0006703 305625 -25.21621
## citizennaturalized citizen 0.017530 0.0356241 305625 0.49208
## citizennot a citizen -0.435761 0.0361216 305625 -12.06371
## yrsusa1 0.011489 0.0005999 305625 19.15158
## speakengrecode_num -0.061487 0.0045799 305625 -13.42558
## edcatHS -0.810932 0.0155850 305625 -52.03292
## edcatLess than HS -0.921455 0.0182330 305625 -50.53776
## edcatSome Col -0.540372 0.0188697 305625 -28.63705
## bpldBelize -1.247087 0.6729876 305625 -1.85306
## bpldBolivia -0.213763 0.6259118 305625 -0.34152
## bpldBrazil -1.162353 0.3394133 305625 -3.42459
## bpldChile 0.202986 0.4489460 305625 0.45214
## bpldColumbia -0.217366 0.3314539 305625 -0.65579
## bpldCosta Rica -0.220765 0.4858987 305625 -0.45434
## bpldCuba 0.065236 0.3524404 305625 0.18510
## bpldDominican Republic -0.289339 0.3305780 305625 -0.87525
## bpldEcuador -0.151153 0.3842958 305625 -0.39332
## bpldEl Salvador 0.247540 0.3075702 305625 0.80482
## bpldGuatemala 0.530695 0.3180972 305625 1.66834
## bpldGuyana -0.322960 0.4600591 305625 -0.70200
## bpldHonduras -0.143220 0.3343191 305625 -0.42839
## bpldMexico -0.170369 0.2898555 305625 -0.58777
## bpldNicaragua -0.581470 0.4225693 305625 -1.37604
## bpldPanama -0.482642 0.4051678 305625 -1.19121
## bpldParaguay -0.089907 0.9102766 305625 -0.09877
## bpldPeru -0.612415 0.3485763 305625 -1.75690
## bpldUruguay -1.801369 0.7180372 305625 -2.50874
## bpldVenezuela 0.551250 0.3850022 305625 1.43181
## syuzhet_average -0.658098 0.6225308 222 -1.05713
## value 0.000000 0.0000000 222 0.59094
## percent_emp_x 0.012153 0.0075716 222 1.60511
## bpldBelize:syuzhet_average 2.917599 1.3443325 305625 2.17030
## bpldBolivia:syuzhet_average 0.075438 1.2976216 305625 0.05814
## bpldBrazil:syuzhet_average 1.191243 0.7130131 305625 1.67072
## bpldChile:syuzhet_average -0.588945 0.9369763 305625 -0.62856
## bpldColumbia:syuzhet_average 0.446530 0.6878384 305625 0.64918
## bpldCosta Rica:syuzhet_average 0.365818 1.0167540 305625 0.35979
## bpldCuba:syuzhet_average -0.009965 0.7401723 305625 -0.01346
## bpldDominican Republic:syuzhet_average 0.638549 0.6802083 305625 0.93876
## bpldEcuador:syuzhet_average 0.155319 0.7782516 305625 0.19957
## bpldEl Salvador:syuzhet_average -0.441404 0.6358653 305625 -0.69418
## bpldGuatemala:syuzhet_average -1.780695 0.6561561 305625 -2.71383
## bpldGuyana:syuzhet_average 0.932535 0.9138838 305625 1.02041
## bpldHonduras:syuzhet_average 0.170949 0.6991844 305625 0.24450
## bpldMexico:syuzhet_average 0.447319 0.6011602 305625 0.74409
## bpldNicaragua:syuzhet_average 1.195420 0.8734680 305625 1.36859
## bpldPanama:syuzhet_average 1.634712 0.8633172 305625 1.89352
## bpldParaguay:syuzhet_average -1.380980 1.8759695 305625 -0.73614
## bpldPeru:syuzhet_average 1.156408 0.7199170 305625 1.60631
## bpldUruguay:syuzhet_average 3.521268 1.4812471 305625 2.37723
## bpldVenezuela:syuzhet_average -1.199382 0.8156003 305625 -1.47055
## p-value
## (Intercept) 0.0000
## racecat2Black 0.0001
## racecat2Indigenous 0.5167
## racecat2Asian 0.0114
## racecat2Other 0.0010
## female 0.0000
## maritalmarried 0.0001
## maritalseparated 0.0002
## maritalsingle 0.7228
## maritalwidowed 0.5263
## age 0.0000
## citizennaturalized citizen 0.6227
## 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 0.0639
## bpldBolivia 0.7327
## bpldBrazil 0.0006
## bpldChile 0.6512
## bpldColumbia 0.5120
## bpldCosta Rica 0.6496
## bpldCuba 0.8532
## bpldDominican Republic 0.3814
## bpldEcuador 0.6941
## bpldEl Salvador 0.4209
## bpldGuatemala 0.0952
## bpldGuyana 0.4827
## bpldHonduras 0.6684
## bpldMexico 0.5567
## bpldNicaragua 0.1688
## bpldPanama 0.2336
## bpldParaguay 0.9213
## bpldPeru 0.0789
## bpldUruguay 0.0121
## bpldVenezuela 0.1522
## syuzhet_average 0.2916
## value 0.5552
## percent_emp_x 0.1099
## bpldBelize:syuzhet_average 0.0300
## bpldBolivia:syuzhet_average 0.9536
## bpldBrazil:syuzhet_average 0.0948
## bpldChile:syuzhet_average 0.5296
## bpldColumbia:syuzhet_average 0.5162
## bpldCosta Rica:syuzhet_average 0.7190
## bpldCuba:syuzhet_average 0.9893
## bpldDominican Republic:syuzhet_average 0.3479
## bpldEcuador:syuzhet_average 0.8418
## bpldEl Salvador:syuzhet_average 0.4876
## bpldGuatemala:syuzhet_average 0.0067
## bpldGuyana:syuzhet_average 0.3075
## bpldHonduras:syuzhet_average 0.8068
## bpldMexico:syuzhet_average 0.4568
## bpldNicaragua:syuzhet_average 0.1711
## bpldPanama:syuzhet_average 0.0583
## bpldParaguay:syuzhet_average 0.4616
## bpldPeru:syuzhet_average 0.1082
## bpldUruguay:syuzhet_average 0.0174
## bpldVenezuela:syuzhet_average 0.1414
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O
## racecat2Black 0.003
## racecat2Indigenous 0.002 0.030
## racecat2Asian 0.005 0.205 0.021
## racecat2Other 0.008 0.159 0.087 0.100
## female -0.012 -0.004 0.003 -0.002 0.002
## maritalmarried -0.029 0.011 0.000 -0.002 0.006
## maritalseparated -0.015 0.000 0.000 0.001 -0.007
## maritalsingle -0.029 -0.005 -0.001 -0.002 -0.008
## maritalwidowed -0.007 -0.002 0.002 -0.002 0.000
## age -0.038 -0.008 0.001 0.004 0.020
## citizennaturalized citizen -0.047 -0.017 -0.002 -0.013 -0.020
## citizennot a citizen -0.050 -0.017 -0.002 -0.007 -0.027
## yrsusa1 -0.011 0.002 -0.002 0.002 0.001
## speakengrecode_num -0.010 -0.001 0.000 0.003 -0.011
## edcatHS 0.000 0.011 0.001 0.010 -0.043
## edcatLess than HS 0.003 0.014 -0.003 0.005 -0.050
## edcatSome Col -0.008 0.001 -0.001 0.009 -0.026
## bpldBelize -0.184 0.001 -0.009 -0.005 -0.010
## bpldBolivia -0.199 -0.002 -0.003 -0.007 -0.005
## bpldBrazil -0.358 -0.005 0.000 -0.003 -0.004
## bpldChile -0.277 -0.001 0.001 -0.003 -0.003
## bpldColumbia -0.370 -0.006 0.000 -0.006 -0.008
## bpldCosta Rica -0.251 0.002 0.000 -0.002 -0.007
## bpldCuba -0.350 -0.013 0.000 -0.005 -0.007
## bpldDominican Republic -0.358 -0.021 -0.002 -0.008 -0.015
## bpldEcuador -0.318 -0.003 -0.002 -0.005 -0.005
## bpldEl Salvador -0.412 -0.003 -0.002 -0.006 -0.011
## bpldGuatemala -0.394 -0.004 -0.003 -0.008 -0.010
## bpldGuyana -0.262 -0.055 -0.006 -0.029 -0.016
## bpldHonduras -0.376 -0.005 0.000 -0.005 -0.008
## bpldMexico -0.448 -0.002 -0.001 -0.006 -0.008
## bpldNicaragua -0.299 -0.003 -0.005 -0.005 -0.010
## bpldPanama -0.314 0.003 0.001 0.000 -0.006
## bpldParaguay -0.134 -0.001 -0.001 -0.005 -0.003
## bpldPeru -0.355 -0.003 -0.002 -0.001 -0.010
## bpldUruguay -0.167 0.000 0.001 -0.001 -0.001
## bpldVenezuela -0.320 -0.002 -0.001 0.000 -0.005
## syuzhet_average -0.425 0.001 0.001 -0.007 0.004
## value 0.009 -0.003 0.000 -0.001 -0.008
## percent_emp_x -0.892 -0.003 -0.004 -0.004 -0.011
## bpldBelize:syuzhet_average 0.188 -0.034 0.006 -0.002 0.002
## bpldBolivia:syuzhet_average 0.195 0.002 0.001 0.007 0.002
## bpldBrazil:syuzhet_average 0.349 0.002 0.000 0.000 0.001
## bpldChile:syuzhet_average 0.270 0.001 -0.001 0.004 0.000
## bpldColumbia:syuzhet_average 0.364 0.004 -0.001 0.008 0.002
## bpldCosta Rica:syuzhet_average 0.245 -0.007 -0.001 0.003 0.003
## bpldCuba:syuzhet_average 0.340 0.008 0.000 0.006 0.005
## bpldDominican Republic:syuzhet_average 0.355 0.005 0.000 0.007 0.000
## bpldEcuador:syuzhet_average 0.320 0.002 0.000 0.006 -0.003
## bpldEl Salvador:syuzhet_average 0.404 0.001 -0.001 0.008 -0.001
## bpldGuatemala:syuzhet_average 0.389 0.001 -0.001 0.009 -0.002
## bpldGuyana:syuzhet_average 0.269 0.013 0.003 -0.014 0.003
## bpldHonduras:syuzhet_average 0.365 0.000 -0.002 0.007 -0.002
## bpldMexico:syuzhet_average 0.437 0.000 -0.001 0.008 -0.002
## bpldNicaragua:syuzhet_average 0.294 0.001 0.003 0.006 0.002
## bpldPanama:syuzhet_average 0.299 -0.030 -0.002 -0.008 -0.004
## bpldParaguay:syuzhet_average 0.133 0.001 0.000 0.003 0.001
## bpldPeru:syuzhet_average 0.350 0.001 -0.001 0.000 0.001
## bpldUruguay:syuzhet_average 0.165 0.000 -0.001 0.003 0.001
## bpldVenezuela:syuzhet_average 0.307 -0.001 0.000 -0.001 0.000
## female mrtlmr mrtlsp mrtlsn mrtlwd
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried 0.104
## maritalseparated -0.019 0.521
## maritalsingle 0.071 0.773 0.464
## maritalwidowed -0.038 0.330 0.204 0.278
## age -0.014 0.048 0.018 0.197 -0.052
## citizennaturalized citizen -0.013 -0.005 0.005 0.027 0.002
## citizennot a citizen 0.011 -0.007 -0.007 0.007 -0.003
## yrsusa1 0.019 0.021 0.017 0.001 0.008
## speakengrecode_num 0.020 -0.004 0.001 0.020 0.008
## edcatHS 0.070 0.004 -0.023 0.000 -0.010
## edcatLess than HS 0.075 -0.013 -0.030 -0.023 -0.024
## edcatSome Col 0.027 0.022 -0.005 0.016 0.000
## bpldBelize 0.000 -0.001 -0.001 0.000 0.000
## bpldBolivia -0.003 0.000 0.000 0.002 -0.001
## bpldBrazil -0.003 -0.002 -0.001 0.000 -0.002
## bpldChile 0.000 -0.001 -0.003 -0.001 -0.001
## bpldColumbia -0.004 0.001 -0.002 -0.001 -0.001
## bpldCosta Rica -0.003 0.001 0.002 0.002 -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 -0.001
## bpldGuyana -0.002 0.002 -0.001 0.000 0.000
## bpldHonduras -0.002 0.001 -0.004 -0.003 -0.002
## bpldMexico -0.002 0.000 -0.003 -0.001 -0.002
## bpldNicaragua -0.002 0.000 -0.002 -0.001 0.000
## bpldPanama -0.005 0.002 -0.001 0.001 0.000
## bpldParaguay -0.001 -0.002 -0.003 -0.005 -0.003
## bpldPeru -0.004 0.002 -0.001 0.000 -0.002
## bpldUruguay 0.001 -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 0.001 0.001 -0.004 0.000
## bpldBelize:syuzhet_average -0.002 0.001 0.000 0.000 -0.001
## bpldBolivia:syuzhet_average 0.003 0.000 0.000 -0.002 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 0.002 0.000 0.002 0.001 0.001
## bpldCosta Rica:syuzhet_average 0.002 -0.001 -0.002 -0.001 0.001
## bpldCuba:syuzhet_average 0.001 0.000 0.002 0.002 0.001
## bpldDominican Republic:syuzhet_average -0.002 -0.002 0.001 0.001 0.001
## bpldEcuador:syuzhet_average 0.003 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 0.001 -0.003 0.000 -0.001 -0.001
## bpldHonduras:syuzhet_average 0.001 -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 0.003 -0.002 0.001 -0.002 0.000
## bpldParaguay:syuzhet_average 0.000 0.002 0.003 0.005 0.002
## bpldPeru:syuzhet_average 0.002 -0.001 0.001 -0.001 0.002
## bpldUruguay:syuzhet_average -0.001 0.003 0.003 0.003 -0.001
## bpldVenezuela:syuzhet_average 0.000 0.001 0.001 0.000 0.000
## age ctznnc ctznac yrsus1 spkng_
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle
## maritalwidowed
## age
## citizennaturalized citizen -0.076
## citizennot a citizen -0.069 0.935
## yrsusa1 -0.485 0.056 0.178
## speakengrecode_num -0.073 -0.057 -0.059 0.065
## edcatHS -0.042 -0.023 -0.076 -0.004 -0.096
## edcatLess than HS -0.156 -0.015 -0.091 0.022 -0.055
## edcatSome Col 0.019 -0.023 -0.038 -0.046 -0.033
## bpldBelize 0.004 0.000 0.000 -0.004 0.004
## bpldBolivia 0.003 0.001 0.001 0.000 0.002
## bpldBrazil 0.004 0.001 0.000 0.005 -0.001
## bpldChile -0.002 0.001 0.001 0.001 0.000
## bpldColumbia 0.004 -0.002 -0.001 0.005 -0.001
## bpldCosta Rica 0.004 0.005 0.005 0.004 0.000
## bpldCuba 0.001 0.003 0.002 0.015 -0.006
## bpldDominican Republic 0.006 -0.003 -0.001 0.004 -0.005
## bpldEcuador 0.004 0.001 0.002 0.003 0.002
## bpldEl Salvador 0.011 -0.005 -0.006 -0.005 -0.005
## bpldGuatemala 0.014 -0.001 -0.002 -0.003 -0.003
## bpldGuyana 0.002 -0.006 -0.005 -0.005 0.007
## bpldHonduras 0.014 -0.003 -0.005 0.001 0.000
## bpldMexico 0.012 -0.003 -0.005 -0.004 -0.006
## bpldNicaragua 0.007 -0.005 -0.005 -0.004 0.001
## bpldPanama 0.005 0.044 0.042 -0.010 0.004
## bpldParaguay 0.003 0.006 0.006 -0.002 0.002
## bpldPeru 0.000 0.003 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 0.003 -0.002 -0.002 0.002 0.000
## value -0.002 -0.005 -0.005 -0.003 -0.004
## percent_emp_x 0.005 0.002 0.004 0.005 -0.006
## bpldBelize:syuzhet_average -0.004 0.000 0.001 0.003 0.001
## bpldBolivia:syuzhet_average -0.003 0.000 0.000 0.000 -0.003
## bpldBrazil:syuzhet_average -0.003 0.001 0.003 0.001 0.000
## bpldChile:syuzhet_average 0.002 0.000 0.001 -0.002 0.000
## bpldColumbia:syuzhet_average -0.004 0.001 0.002 -0.002 -0.002
## bpldCosta Rica:syuzhet_average -0.002 -0.002 -0.002 -0.005 -0.001
## bpldCuba:syuzhet_average -0.001 -0.003 -0.002 -0.015 0.004
## bpldDominican Republic:syuzhet_average -0.004 0.004 0.003 -0.002 0.002
## bpldEcuador:syuzhet_average -0.001 -0.001 -0.001 -0.003 -0.006
## bpldEl Salvador:syuzhet_average -0.005 0.004 0.005 0.002 0.000
## bpldGuatemala:syuzhet_average -0.005 0.001 0.002 0.001 -0.001
## bpldGuyana:syuzhet_average -0.005 0.005 0.006 0.007 0.004
## bpldHonduras:syuzhet_average -0.007 0.003 0.004 -0.001 -0.003
## bpldMexico:syuzhet_average -0.003 0.003 0.003 -0.002 0.001
## bpldNicaragua:syuzhet_average -0.004 0.004 0.005 0.002 -0.003
## bpldPanama:syuzhet_average -0.004 -0.021 -0.020 0.002 -0.002
## bpldParaguay:syuzhet_average -0.002 -0.004 -0.005 0.002 -0.002
## bpldPeru:syuzhet_average -0.001 -0.003 -0.002 0.000 -0.003
## bpldUruguay:syuzhet_average -0.001 0.006 0.006 -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 0.654
## edcatSome Col 0.529 0.466
## bpldBelize -0.002 -0.003 -0.003
## bpldBolivia 0.000 -0.001 -0.003 0.195
## bpldBrazil -0.006 -0.004 -0.005 0.358 0.386
## bpldChile -0.002 0.000 -0.003 0.272 0.292
## bpldColumbia 0.004 0.002 0.002 0.367 0.396
## bpldCosta Rica 0.000 -0.001 -0.003 0.251 0.270
## bpldCuba -0.009 -0.006 -0.008 0.347 0.373
## bpldDominican Republic -0.014 -0.013 -0.013 0.366 0.397
## bpldEcuador -0.001 -0.002 -0.003 0.317 0.341
## bpldEl Salvador -0.023 -0.024 -0.015 0.398 0.428
## bpldGuatemala -0.017 -0.022 -0.013 0.385 0.413
## bpldGuyana -0.002 -0.001 -0.001 0.265 0.286
## bpldHonduras -0.019 -0.022 -0.012 0.366 0.393
## bpldMexico -0.022 -0.022 -0.014 0.422 0.453
## bpldNicaragua -0.009 -0.008 -0.006 0.290 0.311
## bpldPanama -0.010 -0.008 -0.009 0.301 0.326
## bpldParaguay 0.001 0.000 0.000 0.134 0.144
## bpldPeru 0.000 0.000 -0.002 0.350 0.377
## bpldUruguay -0.003 -0.001 -0.002 0.170 0.183
## bpldVenezuela 0.006 0.005 0.004 0.317 0.341
## syuzhet_average -0.004 -0.002 -0.005 0.399 0.429
## value 0.000 0.001 0.001 0.001 0.000
## percent_emp_x 0.000 0.002 0.004 0.001 0.002
## bpldBelize:syuzhet_average -0.002 0.000 0.000 -0.985 -0.199
## bpldBolivia:syuzhet_average -0.003 -0.001 0.000 -0.192 -0.988
## bpldBrazil:syuzhet_average 0.005 0.004 0.005 -0.347 -0.374
## bpldChile:syuzhet_average 0.002 0.001 0.002 -0.265 -0.285
## bpldColumbia:syuzhet_average -0.007 -0.005 -0.004 -0.360 -0.388
## bpldCosta Rica:syuzhet_average -0.005 -0.003 -0.001 -0.244 -0.263
## bpldCuba:syuzhet_average 0.003 0.001 0.005 -0.336 -0.361
## bpldDominican Republic:syuzhet_average 0.004 0.003 0.006 -0.362 -0.393
## bpldEcuador:syuzhet_average -0.006 -0.006 -0.002 -0.318 -0.343
## bpldEl Salvador:syuzhet_average 0.006 0.005 0.006 -0.393 -0.421
## bpldGuatemala:syuzhet_average 0.003 0.002 0.004 -0.380 -0.408
## bpldGuyana:syuzhet_average -0.006 -0.006 -0.003 -0.271 -0.292
## bpldHonduras:syuzhet_average 0.005 0.005 0.004 -0.356 -0.382
## bpldMexico:syuzhet_average 0.003 0.002 0.005 -0.415 -0.445
## bpldNicaragua:syuzhet_average 0.001 0.000 0.001 -0.285 -0.306
## bpldPanama:syuzhet_average 0.007 0.005 0.006 -0.288 -0.312
## bpldParaguay:syuzhet_average -0.003 -0.002 -0.001 -0.132 -0.143
## bpldPeru:syuzhet_average -0.004 -0.002 -0.002 -0.345 -0.371
## bpldUruguay:syuzhet_average 0.000 -0.001 -0.001 -0.167 -0.181
## bpldVenezuela:syuzhet_average -0.001 -0.002 0.000 -0.304 -0.328
## 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 0.538
## bpldColumbia 0.732 0.551
## bpldCosta Rica 0.498 0.376 0.510
## bpldCuba 0.685 0.519 0.705 0.480
## bpldDominican Republic 0.742 0.552 0.758 0.513 0.705
## bpldEcuador 0.631 0.476 0.648 0.441 0.607
## bpldEl Salvador 0.784 0.594 0.804 0.548 0.757
## bpldGuatemala 0.759 0.575 0.778 0.530 0.732
## bpldGuyana 0.527 0.397 0.542 0.369 0.509
## bpldHonduras 0.722 0.546 0.742 0.506 0.699
## bpldMexico 0.830 0.631 0.851 0.582 0.804
## bpldNicaragua 0.570 0.433 0.586 0.400 0.553
## bpldPanama 0.595 0.452 0.612 0.419 0.577
## bpldParaguay 0.266 0.201 0.273 0.186 0.256
## bpldPeru 0.693 0.525 0.712 0.485 0.669
## bpldUruguay 0.338 0.254 0.346 0.236 0.325
## bpldVenezuela 0.628 0.475 0.645 0.439 0.609
## syuzhet_average 0.788 0.600 0.807 0.553 0.762
## value -0.001 -0.001 0.002 0.001 0.003
## percent_emp_x -0.006 0.001 -0.002 -0.004 -0.002
## bpldBelize:syuzhet_average -0.365 -0.277 -0.374 -0.256 -0.353
## bpldBolivia:syuzhet_average -0.379 -0.287 -0.389 -0.266 -0.366
## bpldBrazil:syuzhet_average -0.982 -0.522 -0.710 -0.482 -0.665
## bpldChile:syuzhet_average -0.525 -0.979 -0.538 -0.367 -0.506
## bpldColumbia:syuzhet_average -0.718 -0.541 -0.983 -0.501 -0.692
## bpldCosta Rica:syuzhet_average -0.484 -0.366 -0.497 -0.981 -0.467
## bpldCuba:syuzhet_average -0.665 -0.503 -0.684 -0.466 -0.983
## bpldDominican Republic:syuzhet_average -0.733 -0.547 -0.751 -0.508 -0.697
## bpldEcuador:syuzhet_average -0.635 -0.478 -0.652 -0.444 -0.610
## bpldEl Salvador:syuzhet_average -0.772 -0.585 -0.792 -0.540 -0.746
## bpldGuatemala:syuzhet_average -0.749 -0.567 -0.767 -0.524 -0.722
## bpldGuyana:syuzhet_average -0.540 -0.407 -0.556 -0.378 -0.521
## bpldHonduras:syuzhet_average -0.703 -0.532 -0.723 -0.492 -0.680
## bpldMexico:syuzhet_average -0.814 -0.620 -0.835 -0.571 -0.788
## bpldNicaragua:syuzhet_average -0.562 -0.426 -0.577 -0.394 -0.545
## bpldPanama:syuzhet_average -0.569 -0.432 -0.585 -0.400 -0.551
## bpldParaguay:syuzhet_average -0.263 -0.199 -0.270 -0.184 -0.253
## bpldPeru:syuzhet_average -0.684 -0.517 -0.702 -0.478 -0.659
## bpldUruguay:syuzhet_average -0.334 -0.251 -0.342 -0.233 -0.321
## bpldVenezuela:syuzhet_average -0.604 -0.456 -0.620 -0.422 -0.586
## 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 0.656
## bpldEl Salvador 0.804 0.692
## bpldGuatemala 0.780 0.670 0.845
## bpldGuyana 0.551 0.470 0.577 0.559
## bpldHonduras 0.743 0.640 0.803 0.775 0.534
## bpldMexico 0.848 0.733 0.926 0.894 0.611
## bpldNicaragua 0.585 0.505 0.635 0.613 0.422
## bpldPanama 0.613 0.528 0.658 0.637 0.442
## bpldParaguay 0.274 0.236 0.292 0.283 0.197
## bpldPeru 0.715 0.615 0.765 0.740 0.514
## bpldUruguay 0.349 0.299 0.371 0.358 0.251
## bpldVenezuela 0.646 0.556 0.693 0.669 0.465
## syuzhet_average 0.806 0.696 0.873 0.845 0.582
## value 0.004 0.002 -0.001 0.001 0.002
## percent_emp_x -0.015 -0.003 0.012 0.006 -0.007
## bpldBelize:syuzhet_average -0.372 -0.322 -0.406 -0.392 -0.268
## bpldBolivia:syuzhet_average -0.390 -0.335 -0.420 -0.406 -0.280
## bpldBrazil:syuzhet_average -0.718 -0.612 -0.760 -0.735 -0.511
## bpldChile:syuzhet_average -0.539 -0.464 -0.579 -0.561 -0.388
## bpldColumbia:syuzhet_average -0.744 -0.636 -0.789 -0.763 -0.533
## bpldCosta Rica:syuzhet_average -0.499 -0.429 -0.533 -0.516 -0.359
## bpldCuba:syuzhet_average -0.683 -0.589 -0.734 -0.710 -0.493
## bpldDominican Republic:syuzhet_average -0.983 -0.650 -0.795 -0.771 -0.545
## bpldEcuador:syuzhet_average -0.661 -0.985 -0.695 -0.673 -0.474
## bpldEl Salvador:syuzhet_average -0.791 -0.681 -0.982 -0.832 -0.568
## bpldGuatemala:syuzhet_average -0.768 -0.661 -0.833 -0.982 -0.551
## bpldGuyana:syuzhet_average -0.565 -0.482 -0.591 -0.572 -0.987
## bpldHonduras:syuzhet_average -0.723 -0.623 -0.781 -0.754 -0.520
## bpldMexico:syuzhet_average -0.831 -0.719 -0.909 -0.878 -0.599
## bpldNicaragua:syuzhet_average -0.576 -0.497 -0.625 -0.604 -0.416
## bpldPanama:syuzhet_average -0.585 -0.505 -0.629 -0.608 -0.421
## bpldParaguay:syuzhet_average -0.271 -0.233 -0.288 -0.279 -0.195
## bpldPeru:syuzhet_average -0.705 -0.606 -0.754 -0.729 -0.507
## bpldUruguay:syuzhet_average -0.345 -0.296 -0.366 -0.354 -0.248
## bpldVenezuela:syuzhet_average -0.621 -0.534 -0.666 -0.643 -0.447
## 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 0.850
## bpldNicaragua 0.583 0.673
## bpldPanama 0.608 0.699 0.481
## bpldParaguay 0.269 0.310 0.213 0.224
## bpldPeru 0.705 0.811 0.558 0.582 0.259
## bpldUruguay 0.343 0.392 0.270 0.283 0.126
## bpldVenezuela 0.640 0.734 0.505 0.528 0.234
## syuzhet_average 0.804 0.932 0.636 0.669 0.294
## value 0.002 0.000 0.001 0.003 0.001
## percent_emp_x 0.006 0.022 0.007 0.004 -0.002
## bpldBelize:syuzhet_average -0.372 -0.431 -0.295 -0.307 -0.136
## bpldBolivia:syuzhet_average -0.386 -0.445 -0.305 -0.321 -0.142
## bpldBrazil:syuzhet_average -0.700 -0.804 -0.553 -0.578 -0.258
## bpldChile:syuzhet_average -0.533 -0.616 -0.422 -0.441 -0.196
## bpldColumbia:syuzhet_average -0.729 -0.835 -0.575 -0.601 -0.268
## bpldCosta Rica:syuzhet_average -0.492 -0.566 -0.389 -0.407 -0.181
## bpldCuba:syuzhet_average -0.678 -0.779 -0.536 -0.559 -0.248
## bpldDominican Republic:syuzhet_average -0.735 -0.838 -0.579 -0.606 -0.272
## bpldEcuador:syuzhet_average -0.643 -0.736 -0.507 -0.531 -0.237
## bpldEl Salvador:syuzhet_average -0.790 -0.912 -0.625 -0.648 -0.287
## bpldGuatemala:syuzhet_average -0.764 -0.882 -0.605 -0.628 -0.279
## bpldGuyana:syuzhet_average -0.547 -0.625 -0.432 -0.453 -0.202
## bpldHonduras:syuzhet_average -0.981 -0.827 -0.568 -0.592 -0.262
## bpldMexico:syuzhet_average -0.833 -0.981 -0.661 -0.686 -0.304
## bpldNicaragua:syuzhet_average -0.574 -0.663 -0.983 -0.474 -0.210
## bpldPanama:syuzhet_average -0.581 -0.668 -0.459 -0.977 -0.214
## bpldParaguay:syuzhet_average -0.266 -0.306 -0.210 -0.221 -0.983
## bpldPeru:syuzhet_average -0.695 -0.800 -0.550 -0.574 -0.255
## bpldUruguay:syuzhet_average -0.338 -0.387 -0.267 -0.280 -0.124
## bpldVenezuela:syuzhet_average -0.615 -0.706 -0.486 -0.508 -0.225
## 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 0.328
## bpldVenezuela 0.612 0.298
## syuzhet_average 0.769 0.372 0.698
## value 0.002 0.002 0.001 -0.039
## percent_emp_x 0.000 -0.005 -0.001 -0.013 -0.018
## bpldBelize:syuzhet_average -0.356 -0.173 -0.323 -0.422 -0.001
## bpldBolivia:syuzhet_average -0.370 -0.180 -0.335 -0.438 0.000
## bpldBrazil:syuzhet_average -0.672 -0.327 -0.610 -0.793 0.002
## bpldChile:syuzhet_average -0.512 -0.248 -0.463 -0.608 0.002
## bpldColumbia:syuzhet_average -0.699 -0.340 -0.634 -0.821 -0.003
## bpldCosta Rica:syuzhet_average -0.472 -0.230 -0.428 -0.558 -0.001
## bpldCuba:syuzhet_average -0.648 -0.315 -0.591 -0.767 -0.002
## bpldDominican Republic:syuzhet_average -0.708 -0.346 -0.639 -0.827 -0.005
## bpldEcuador:syuzhet_average -0.618 -0.301 -0.559 -0.725 -0.003
## bpldEl Salvador:syuzhet_average -0.754 -0.365 -0.682 -0.891 0.000
## bpldGuatemala:syuzhet_average -0.730 -0.354 -0.661 -0.865 -0.001
## bpldGuyana:syuzhet_average -0.527 -0.257 -0.477 -0.618 -0.003
## bpldHonduras:syuzhet_average -0.686 -0.334 -0.623 -0.812 -0.002
## bpldMexico:syuzhet_average -0.796 -0.385 -0.721 -0.949 0.001
## bpldNicaragua:syuzhet_average -0.549 -0.266 -0.498 -0.650 -0.001
## bpldPanama:syuzhet_average -0.557 -0.271 -0.505 -0.664 -0.002
## bpldParaguay:syuzhet_average -0.256 -0.124 -0.232 -0.301 -0.001
## bpldPeru:syuzhet_average -0.983 -0.324 -0.603 -0.787 -0.002
## bpldUruguay:syuzhet_average -0.324 -0.986 -0.294 -0.381 -0.002
## bpldVenezuela:syuzhet_average -0.588 -0.286 -0.982 -0.696 -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 0.000
## bpldBolivia:syuzhet_average -0.001 0.203
## bpldBrazil:syuzhet_average 0.003 0.367 0.381
## bpldChile:syuzhet_average -0.001 0.280 0.290 0.528
## bpldColumbia:syuzhet_average 0.001 0.381 0.396 0.722
## bpldCosta Rica:syuzhet_average 0.003 0.258 0.268 0.487
## bpldCuba:syuzhet_average 0.001 0.355 0.368 0.669
## bpldDominican Republic:syuzhet_average 0.014 0.383 0.400 0.736
## bpldEcuador:syuzhet_average 0.002 0.336 0.350 0.638
## bpldEl Salvador:syuzhet_average -0.010 0.415 0.429 0.776
## bpldGuatemala:syuzhet_average -0.005 0.402 0.415 0.753
## bpldGuyana:syuzhet_average 0.006 0.286 0.298 0.543
## bpldHonduras:syuzhet_average -0.005 0.376 0.390 0.707
## bpldMexico:syuzhet_average -0.018 0.439 0.453 0.819
## bpldNicaragua:syuzhet_average -0.006 0.302 0.312 0.565
## bpldPanama:syuzhet_average -0.004 0.305 0.318 0.573
## bpldParaguay:syuzhet_average 0.002 0.140 0.145 0.265
## bpldPeru:syuzhet_average 0.000 0.364 0.378 0.688
## bpldUruguay:syuzhet_average 0.005 0.177 0.184 0.335
## bpldVenezuela:syuzhet_average 0.002 0.322 0.334 0.608
## 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 0.548
## bpldCosta Rica:syuzhet_average 0.371 0.506
## bpldCuba:syuzhet_average 0.509 0.696 0.470
## bpldDominican Republic:syuzhet_average 0.553 0.765 0.513 0.701
## bpldEcuador:syuzhet_average 0.484 0.665 0.448 0.614 0.680
## bpldEl Salvador:syuzhet_average 0.592 0.805 0.545 0.750 0.811
## bpldGuatemala:syuzhet_average 0.574 0.781 0.528 0.726 0.788
## bpldGuyana:syuzhet_average 0.412 0.567 0.382 0.524 0.581
## bpldHonduras:syuzhet_average 0.539 0.736 0.497 0.684 0.743
## bpldMexico:syuzhet_average 0.627 0.850 0.576 0.793 0.853
## bpldNicaragua:syuzhet_average 0.431 0.587 0.397 0.548 0.591
## bpldPanama:syuzhet_average 0.437 0.596 0.404 0.555 0.601
## bpldParaguay:syuzhet_average 0.201 0.275 0.185 0.254 0.279
## bpldPeru:syuzhet_average 0.524 0.715 0.483 0.663 0.725
## bpldUruguay:syuzhet_average 0.254 0.349 0.235 0.323 0.355
## bpldVenezuela:syuzhet_average 0.462 0.632 0.426 0.590 0.638
## 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 0.710
## bpldGuatemala:syuzhet_average 0.689 0.852
## bpldGuyana:syuzhet_average 0.504 0.603 0.585
## bpldHonduras:syuzhet_average 0.650 0.797 0.771 0.552
## bpldMexico:syuzhet_average 0.749 0.929 0.899 0.636 0.841
## bpldNicaragua:syuzhet_average 0.518 0.639 0.619 0.441 0.580
## bpldPanama:syuzhet_average 0.527 0.643 0.623 0.449 0.587
## bpldParaguay:syuzhet_average 0.244 0.295 0.286 0.208 0.269
## bpldPeru:syuzhet_average 0.633 0.771 0.747 0.539 0.702
## bpldUruguay:syuzhet_average 0.309 0.374 0.362 0.264 0.342
## bpldVenezuela:syuzhet_average 0.557 0.680 0.658 0.476 0.621
## 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 0.675
## bpldPanama:syuzhet_average 0.680 0.469
## bpldParaguay:syuzhet_average 0.311 0.215 0.219
## bpldPeru:syuzhet_average 0.814 0.561 0.569 0.262
## bpldUruguay:syuzhet_average 0.394 0.272 0.277 0.128
## bpldVenezuela:syuzhet_average 0.718 0.496 0.504 0.231
## 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 0.332
## bpldVenezuela:syuzhet_average 0.601 0.293
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -3.92703376 0.08400561 0.29557214 0.45909545 1.66184782
##
## Number of Observations: 305908
## 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
## 736307.1 736774.9 -368109.6
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.09413402 0.8055801
##
## 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) 10.918578 0.18279397 305644 59.73161 0.0000
## racecat2Black -0.006527 0.01076330 305644 -0.60640 0.5442
## racecat2Indigenous -0.071302 0.01546352 305644 -4.61099 0.0000
## racecat2Asian 0.031180 0.01706268 305644 1.82736 0.0676
## racecat2Other -0.046468 0.00320523 305644 -14.49758 0.0000
## female -0.690095 0.01478531 305644 -46.67439 0.0000
## maritalmarried -0.007139 0.00519132 305644 -1.37520 0.1691
## maritalseparated -0.085813 0.00856010 305644 -10.02472 0.0000
## maritalsingle -0.126449 0.00597167 305644 -21.17478 0.0000
## maritalwidowed -0.049322 0.01321850 305644 -3.73131 0.0002
## age -0.000586 0.00018194 305644 -3.21933 0.0013
## citizennaturalized citizen 0.051011 0.00966462 305644 5.27810 0.0000
## citizennot a citizen -0.150268 0.00980018 305644 -15.33319 0.0000
## yrsusa1 0.009908 0.00016280 305644 60.85983 0.0000
## speakengrecode_num -0.017281 0.00124313 305644 -13.90126 0.0000
## edcatHS -0.472321 0.00422898 305644 -111.68673 0.0000
## edcatLess than HS -0.582392 0.00494863 305644 -117.68755 0.0000
## edcatSome Col -0.323306 0.00512120 305644 -63.13093 0.0000
## bpldBelize -0.143443 0.03163462 305644 -4.53436 0.0000
## bpldBolivia -0.291932 0.02576208 305644 -11.33184 0.0000
## bpldBrazil -0.074324 0.01752328 305644 -4.24146 0.0000
## bpldChile -0.197636 0.02501550 305644 -7.90056 0.0000
## bpldColumbia -0.224862 0.01665976 305644 -13.49730 0.0000
## bpldCosta Rica -0.201095 0.02584849 305644 -7.77976 0.0000
## bpldCuba -0.254557 0.01763286 305644 -14.43653 0.0000
## bpldDominican Republic -0.323121 0.01632915 305644 -19.78800 0.0000
## bpldEcuador -0.257175 0.01745024 305644 -14.73763 0.0000
## bpldEl Salvador -0.265279 0.01580082 305644 -16.78895 0.0000
## bpldGuatemala -0.312301 0.01639598 305644 -19.04741 0.0000
## bpldGuyana -0.144097 0.01963350 305644 -7.33933 0.0000
## bpldHonduras -0.276731 0.01736525 305644 -15.93592 0.0000
## bpldMexico -0.278146 0.01515279 305644 -18.35607 0.0000
## bpldNicaragua -0.252748 0.02131454 305644 -11.85802 0.0000
## bpldPanama -0.162575 0.02312720 305644 -7.02960 0.0000
## bpldParaguay -0.219722 0.04498799 305644 -4.88401 0.0000
## bpldPeru -0.256095 0.01745239 305644 -14.67391 0.0000
## bpldUruguay -0.099530 0.03269607 305644 -3.04410 0.0023
## bpldVenezuela -0.186091 0.01977639 305644 -9.40974 0.0000
## syuzhet_average -0.195988 0.05926197 222 -3.30714 0.0011
## value 0.000000 0.00000000 222 2.96833 0.0033
## percent_emp_x 0.002827 0.00230955 222 1.22403 0.2222
## female:syuzhet_average 0.437008 0.03085420 305644 14.16366 0.0000
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female mrtlmr
## racecat2Black 0.003
## racecat2Indigenous 0.003 0.030
## racecat2Asian 0.001 0.205 0.021
## racecat2Other 0.009 0.159 0.087 0.101
## female -0.032 0.002 0.001 0.000 0.000
## maritalmarried -0.028 0.011 0.000 -0.002 0.006 0.021
## maritalseparated -0.016 0.000 0.000 0.001 -0.007 -0.005 0.521
## maritalsingle -0.027 -0.005 -0.001 -0.002 -0.008 0.016 0.773
## maritalwidowed -0.007 -0.002 0.002 -0.002 0.000 -0.008 0.330
## age -0.036 -0.008 0.001 0.004 0.020 -0.004 0.048
## citizennaturalized citizen -0.048 -0.019 -0.002 -0.013 -0.020 0.000 -0.005
## citizennot a citizen -0.051 -0.018 -0.002 -0.008 -0.027 0.004 -0.007
## yrsusa1 -0.010 0.003 -0.002 0.003 0.001 0.005 0.021
## speakengrecode_num -0.010 -0.001 0.000 0.004 -0.011 0.005 -0.004
## edcatHS -0.003 0.012 0.001 0.009 -0.043 0.015 0.004
## edcatLess than HS 0.001 0.014 -0.003 0.005 -0.050 0.019 -0.013
## edcatSome Col -0.010 0.002 -0.001 0.009 -0.026 0.002 0.022
## bpldBelize -0.041 -0.189 -0.014 -0.037 -0.046 0.004 0.005
## bpldBolivia -0.048 -0.001 -0.012 0.002 -0.020 -0.002 0.002
## bpldBrazil -0.057 -0.017 -0.001 -0.012 -0.019 -0.003 0.003
## bpldChile -0.048 0.000 -0.002 0.007 -0.013 0.000 0.001
## bpldColumbia -0.067 -0.010 -0.004 0.012 -0.029 -0.005 0.005
## bpldCosta Rica -0.042 -0.023 -0.002 0.002 -0.020 -0.004 0.004
## bpldCuba -0.063 -0.027 0.000 0.006 -0.014 -0.002 0.006
## bpldDominican Republic -0.065 -0.086 -0.010 -0.008 -0.083 -0.001 0.010
## bpldEcuador -0.064 -0.008 -0.010 0.008 -0.050 -0.005 0.002
## bpldEl Salvador -0.084 -0.011 -0.011 0.009 -0.061 -0.001 -0.004
## bpldGuatemala -0.079 -0.013 -0.021 0.005 -0.061 0.000 -0.004
## bpldGuyana -0.055 -0.267 -0.016 -0.275 -0.080 0.000 -0.006
## bpldHonduras -0.073 -0.025 -0.011 0.006 -0.053 -0.003 0.001
## bpldMexico -0.097 -0.011 -0.013 0.012 -0.050 -0.001 -0.007
## bpldNicaragua -0.060 -0.014 -0.008 0.005 -0.045 -0.001 0.003
## bpldPanama -0.057 -0.124 -0.006 -0.035 -0.043 -0.010 0.002
## bpldParaguay -0.024 -0.001 -0.005 -0.006 -0.008 -0.002 0.001
## bpldPeru -0.068 -0.010 -0.016 -0.002 -0.050 -0.004 0.005
## bpldUruguay -0.033 0.002 0.001 0.007 -0.001 0.000 0.005
## bpldVenezuela -0.060 -0.016 -0.005 -0.004 -0.026 -0.005 -0.001
## syuzhet_average -0.055 0.004 0.001 0.000 0.006 0.206 0.001
## value 0.000 -0.002 0.000 -0.001 -0.007 0.002 -0.001
## percent_emp_x -0.985 -0.003 -0.003 -0.002 -0.010 -0.002 0.000
## female:syuzhet_average 0.030 -0.003 0.000 0.000 0.000 -0.979 0.000
## mrtlsp mrtlsn mrtlwd age ctznnc ctznac yrsus1
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle 0.464
## maritalwidowed 0.204 0.278
## age 0.018 0.197 -0.052
## citizennaturalized citizen 0.005 0.027 0.002 -0.076
## citizennot a citizen -0.007 0.007 -0.003 -0.069 0.935
## yrsusa1 0.017 0.002 0.008 -0.485 0.056 0.178
## speakengrecode_num 0.001 0.020 0.008 -0.073 -0.057 -0.060 0.065
## edcatHS -0.023 0.000 -0.010 -0.042 -0.023 -0.076 -0.004
## edcatLess than HS -0.030 -0.022 -0.024 -0.156 -0.015 -0.091 0.022
## edcatSome Col -0.005 0.016 0.000 0.019 -0.023 -0.038 -0.046
## bpldBelize -0.002 0.000 -0.001 0.000 0.003 0.003 -0.004
## bpldBolivia -0.001 0.001 -0.001 0.005 0.003 0.006 0.003
## bpldBrazil 0.003 0.009 -0.001 0.007 0.015 0.013 0.028
## bpldChile -0.003 -0.003 -0.003 0.001 0.006 0.006 -0.004
## bpldColumbia -0.002 0.001 -0.002 -0.002 -0.001 0.007 0.016
## bpldCosta Rica 0.001 0.005 0.000 0.012 0.016 0.016 -0.005
## bpldCuba -0.004 -0.003 -0.002 -0.005 -0.001 0.000 0.001
## bpldDominican Republic -0.009 0.005 -0.001 0.013 0.004 0.014 0.015
## bpldEcuador -0.004 -0.001 -0.001 0.016 -0.001 0.002 0.000
## bpldEl Salvador -0.008 -0.014 -0.006 0.033 -0.005 -0.007 -0.014
## bpldGuatemala -0.009 -0.015 -0.008 0.044 -0.001 -0.004 -0.009
## bpldGuyana -0.004 -0.006 -0.006 -0.014 -0.004 0.011 0.018
## bpldHonduras -0.007 -0.014 -0.006 0.038 -0.001 -0.006 -0.002
## bpldMexico -0.010 -0.009 -0.008 0.048 -0.002 -0.010 -0.035
## bpldNicaragua -0.004 -0.004 -0.004 0.019 -0.004 0.000 -0.013
## bpldPanama 0.000 -0.001 -0.002 0.006 0.113 0.110 -0.035
## bpldParaguay 0.001 0.000 -0.003 0.008 0.008 0.008 0.000
## bpldPeru -0.001 -0.001 -0.002 -0.008 0.001 0.007 0.021
## bpldUruguay 0.003 0.005 0.001 -0.004 0.002 0.002 0.002
## bpldVenezuela -0.001 0.002 -0.002 0.001 0.017 0.018 0.030
## syuzhet_average 0.000 0.001 0.002 -0.002 0.002 0.000 0.000
## value -0.002 -0.004 0.000 -0.001 -0.004 -0.004 -0.002
## percent_emp_x 0.001 -0.004 0.000 0.005 0.003 0.004 0.004
## female:syuzhet_average 0.001 -0.002 0.000 0.001 -0.003 -0.001 -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 -0.097
## edcatLess than HS -0.055 0.653
## edcatSome Col -0.033 0.529 0.466
## bpldBelize 0.031 -0.024 -0.019 -0.018
## bpldBolivia -0.009 -0.017 -0.014 -0.022 0.266
## bpldBrazil -0.004 -0.005 -0.004 -0.001 0.392 0.478
## bpldChile 0.001 -0.002 0.001 -0.003 0.274 0.337 0.495
## bpldColumbia -0.017 -0.014 -0.013 -0.012 0.413 0.505 0.747
## bpldCosta Rica -0.002 -0.024 -0.022 -0.019 0.270 0.326 0.481
## bpldCuba -0.012 -0.035 -0.022 -0.017 0.395 0.475 0.703
## bpldDominican Republic -0.016 -0.054 -0.052 -0.040 0.436 0.515 0.769
## bpldEcuador -0.022 -0.044 -0.046 -0.034 0.395 0.481 0.713
## bpldEl Salvador -0.025 -0.091 -0.098 -0.048 0.440 0.543 0.782
## bpldGuatemala -0.024 -0.079 -0.102 -0.045 0.425 0.518 0.756
## bpldGuyana 0.072 -0.052 -0.041 -0.027 0.401 0.427 0.638
## bpldHonduras -0.018 -0.075 -0.091 -0.042 0.403 0.489 0.714
## bpldMexico -0.029 -0.096 -0.105 -0.048 0.461 0.555 0.812
## bpldNicaragua -0.013 -0.042 -0.039 -0.030 0.327 0.399 0.579
## bpldPanama 0.007 -0.016 -0.015 -0.015 0.321 0.366 0.537
## bpldParaguay -0.002 -0.009 -0.008 -0.006 0.153 0.188 0.276
## bpldPeru -0.017 -0.019 -0.014 -0.024 0.395 0.488 0.710
## bpldUruguay -0.004 -0.020 -0.014 -0.015 0.209 0.257 0.380
## bpldVenezuela -0.010 0.027 0.020 0.018 0.349 0.424 0.630
## syuzhet_average 0.000 -0.003 -0.001 -0.004 0.000 -0.001 -0.001
## value -0.004 0.000 0.001 0.000 0.001 -0.002 0.001
## percent_emp_x -0.005 0.001 0.003 0.004 0.003 0.003 -0.012
## female:syuzhet_average -0.001 -0.001 -0.003 0.003 -0.006 0.001 0.002
## 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 0.521
## bpldCosta Rica 0.336 0.507
## bpldCuba 0.491 0.745 0.480
## bpldDominican Republic 0.533 0.813 0.522 0.758
## bpldEcuador 0.498 0.756 0.486 0.706 0.788
## bpldEl Salvador 0.549 0.825 0.534 0.780 0.847 0.792
## bpldGuatemala 0.529 0.795 0.516 0.753 0.818 0.765 0.862
## bpldGuyana 0.441 0.672 0.435 0.632 0.722 0.652 0.697
## bpldHonduras 0.500 0.753 0.488 0.715 0.776 0.724 0.811
## bpldMexico 0.573 0.857 0.557 0.816 0.876 0.822 0.932
## bpldNicaragua 0.407 0.612 0.396 0.581 0.627 0.586 0.656
## bpldPanama 0.376 0.566 0.369 0.539 0.587 0.539 0.595
## bpldParaguay 0.193 0.291 0.188 0.274 0.300 0.280 0.306
## bpldPeru 0.498 0.751 0.483 0.706 0.772 0.720 0.793
## bpldUruguay 0.265 0.401 0.258 0.377 0.412 0.386 0.420
## bpldVenezuela 0.438 0.663 0.425 0.631 0.674 0.628 0.691
## syuzhet_average -0.001 -0.001 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 -0.003 -0.005 -0.003 -0.008 -0.003 0.010
## female:syuzhet_average 0.000 0.002 0.003 0.002 -0.004 0.004 -0.001
## 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 0.673
## bpldHonduras 0.783 0.641
## bpldMexico 0.900 0.720 0.846
## bpldNicaragua 0.632 0.519 0.597 0.685
## bpldPanama 0.574 0.514 0.545 0.621 0.444
## bpldParaguay 0.295 0.251 0.280 0.318 0.227 0.210
## bpldPeru 0.763 0.641 0.721 0.822 0.587 0.540 0.278
## bpldUruguay 0.405 0.341 0.384 0.437 0.311 0.287 0.148
## bpldVenezuela 0.668 0.562 0.633 0.721 0.515 0.479 0.244
## syuzhet_average -0.001 -0.002 -0.001 -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 0.019 0.005 0.000 -0.002
## female:syuzhet_average 0.001 -0.002 0.001 0.001 -0.001 0.007 0.001
## 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 0.382
## bpldVenezuela 0.630 0.335
## syuzhet_average 0.000 0.000 -0.001
## value -0.001 0.000 0.001 -0.123
## percent_emp_x 0.001 -0.003 -0.001 -0.074 -0.007
## female:syuzhet_average 0.002 -0.001 0.003 -0.210 -0.002 0.002
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -14.10769170 -0.41625328 0.09616771 0.55580586 4.86660740
##
## Number of Observations: 305908
## 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
## 1534115 1534583 -767013.7
##
## Random effects:
## Formula: ~1 | NAME
## (Intercept) Residual
## StdDev: 0.2959798 2.967978
##
## 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) 10.268855 0.5970313 305644 17.19986 0.0000
## racecat2Black 0.160207 0.0396525 305644 4.04026 0.0001
## racecat2Indigenous -0.038059 0.0569687 305644 -0.66807 0.5041
## racecat2Asian 0.166868 0.0628613 305644 2.65454 0.0079
## racecat2Other -0.038910 0.0118058 305644 -3.29584 0.0010
## female -0.448998 0.0544681 305644 -8.24332 0.0000
## maritalmarried 0.075925 0.0191257 305644 3.96981 0.0001
## maritalseparated -0.119685 0.0315373 305644 -3.79504 0.0001
## maritalsingle -0.008545 0.0220006 305644 -0.38842 0.6977
## maritalwidowed -0.031382 0.0486998 305644 -0.64440 0.5193
## age -0.016918 0.0006703 305644 -25.23985 0.0000
## citizennaturalized citizen 0.018200 0.0356048 305644 0.51117 0.6092
## citizennot a citizen -0.434772 0.0361040 305644 -12.04220 0.0000
## yrsusa1 0.011501 0.0005997 305644 19.17726 0.0000
## speakengrecode_num -0.061569 0.0045797 305644 -13.44372 0.0000
## edcatHS -0.810513 0.0155790 305644 -52.02588 0.0000
## edcatLess than HS -0.920713 0.0182297 305644 -50.50632 0.0000
## edcatSome Col -0.539912 0.0188667 305644 -28.61712 0.0000
## bpldBelize 0.198697 0.1165461 305644 1.70488 0.0882
## bpldBolivia -0.180703 0.0949100 305644 -1.90394 0.0569
## bpldBrazil -0.619147 0.0645495 305644 -9.59182 0.0000
## bpldChile -0.069201 0.0921603 305644 -0.75088 0.4527
## bpldColumbia -0.007984 0.0613757 305644 -0.13008 0.8965
## bpldCosta Rica -0.048866 0.0952289 305644 -0.51314 0.6079
## bpldCuba 0.064318 0.0649461 305644 0.99032 0.3220
## bpldDominican Republic 0.014687 0.0601521 305644 0.24417 0.8071
## bpldEcuador -0.086483 0.0642874 305644 -1.34526 0.1785
## bpldEl Salvador 0.030311 0.0582107 305644 0.52072 0.6026
## bpldGuatemala -0.342527 0.0604022 305644 -5.67077 0.0000
## bpldGuyana 0.135338 0.0723261 305644 1.87122 0.0613
## bpldHonduras -0.062241 0.0639709 305644 -0.97295 0.3306
## bpldMexico 0.042701 0.0558191 305644 0.76499 0.4443
## bpldNicaragua -0.010921 0.0785249 305644 -0.13908 0.8894
## bpldPanama 0.251824 0.0851919 305644 2.95596 0.0031
## bpldParaguay -0.753578 0.1657409 305644 -4.54672 0.0000
## bpldPeru -0.059316 0.0642970 305644 -0.92253 0.3563
## bpldUruguay -0.119130 0.1204542 305644 -0.98900 0.3227
## bpldVenezuela 0.013007 0.0728565 305644 0.17853 0.8583
## syuzhet_average -0.305692 0.1966796 222 -1.55427 0.1215
## value 0.000000 0.0000000 222 0.58495 0.5592
## percent_emp_x 0.012866 0.0075455 222 1.70513 0.0896
## female:syuzhet_average 0.004088 0.1136654 305644 0.03596 0.9713
## Correlation:
## (Intr) rcct2B rcct2I rcct2A rcct2O female mrtlmr
## racecat2Black 0.004
## racecat2Indigenous 0.003 0.030
## racecat2Asian 0.001 0.205 0.021
## racecat2Other 0.010 0.159 0.087 0.101
## female -0.036 0.002 0.001 0.000 0.000
## maritalmarried -0.031 0.011 0.000 -0.002 0.006 0.021
## maritalseparated -0.018 0.000 0.000 0.001 -0.007 -0.005 0.521
## maritalsingle -0.031 -0.005 -0.001 -0.002 -0.008 0.016 0.773
## maritalwidowed -0.008 -0.002 0.002 -0.002 0.000 -0.008 0.330
## age -0.041 -0.008 0.001 0.004 0.020 -0.004 0.048
## citizennaturalized citizen -0.054 -0.019 -0.002 -0.013 -0.020 0.000 -0.005
## citizennot a citizen -0.057 -0.018 -0.002 -0.008 -0.027 0.004 -0.007
## yrsusa1 -0.011 0.003 -0.002 0.003 0.001 0.005 0.021
## speakengrecode_num -0.011 -0.001 0.000 0.004 -0.011 0.005 -0.004
## edcatHS -0.003 0.012 0.001 0.009 -0.043 0.015 0.004
## edcatLess than HS 0.002 0.014 -0.003 0.005 -0.050 0.019 -0.013
## edcatSome Col -0.011 0.002 -0.001 0.009 -0.026 0.002 0.022
## bpldBelize -0.046 -0.189 -0.014 -0.037 -0.046 0.004 0.005
## bpldBolivia -0.054 -0.002 -0.012 0.002 -0.020 -0.002 0.002
## bpldBrazil -0.064 -0.017 -0.001 -0.012 -0.018 -0.003 0.003
## bpldChile -0.054 0.000 -0.002 0.007 -0.013 0.000 0.001
## bpldColumbia -0.076 -0.010 -0.004 0.012 -0.029 -0.005 0.005
## bpldCosta Rica -0.048 -0.023 -0.002 0.002 -0.020 -0.004 0.004
## bpldCuba -0.071 -0.027 0.000 0.006 -0.014 -0.002 0.006
## bpldDominican Republic -0.073 -0.086 -0.010 -0.008 -0.083 -0.001 0.010
## bpldEcuador -0.072 -0.008 -0.010 0.008 -0.050 -0.005 0.002
## bpldEl Salvador -0.094 -0.011 -0.011 0.009 -0.061 -0.001 -0.004
## bpldGuatemala -0.089 -0.013 -0.021 0.005 -0.061 0.000 -0.004
## bpldGuyana -0.062 -0.267 -0.016 -0.275 -0.080 0.000 -0.006
## bpldHonduras -0.082 -0.025 -0.011 0.006 -0.053 -0.003 0.001
## bpldMexico -0.109 -0.011 -0.013 0.012 -0.050 -0.001 -0.007
## bpldNicaragua -0.068 -0.014 -0.008 0.005 -0.045 -0.001 0.003
## bpldPanama -0.064 -0.124 -0.006 -0.035 -0.043 -0.010 0.002
## bpldParaguay -0.028 -0.001 -0.005 -0.006 -0.008 -0.002 0.001
## bpldPeru -0.077 -0.010 -0.016 -0.002 -0.050 -0.004 0.005
## bpldUruguay -0.038 0.002 0.001 0.007 -0.001 0.000 0.005
## bpldVenezuela -0.068 -0.016 -0.005 -0.004 -0.026 -0.005 -0.001
## syuzhet_average -0.050 0.004 0.001 0.000 0.007 0.229 0.001
## value 0.009 -0.003 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 0.000 0.000 -0.979 0.000
## mrtlsp mrtlsn mrtlwd age ctznnc ctznac yrsus1
## racecat2Black
## racecat2Indigenous
## racecat2Asian
## racecat2Other
## female
## maritalmarried
## maritalseparated
## maritalsingle 0.464
## maritalwidowed 0.204 0.278
## age 0.018 0.197 -0.052
## citizennaturalized citizen 0.005 0.027 0.002 -0.076
## citizennot a citizen -0.007 0.007 -0.003 -0.069 0.935
## yrsusa1 0.017 0.001 0.008 -0.485 0.056 0.178
## speakengrecode_num 0.001 0.020 0.008 -0.073 -0.057 -0.060 0.065
## edcatHS -0.023 0.000 -0.010 -0.042 -0.023 -0.076 -0.004
## edcatLess than HS -0.030 -0.022 -0.024 -0.156 -0.015 -0.091 0.022
## edcatSome Col -0.005 0.016 0.000 0.019 -0.023 -0.038 -0.046
## bpldBelize -0.002 0.000 -0.001 0.000 0.003 0.003 -0.004
## bpldBolivia -0.001 0.001 -0.001 0.005 0.003 0.006 0.003
## bpldBrazil 0.003 0.009 -0.001 0.007 0.015 0.013 0.028
## bpldChile -0.003 -0.003 -0.003 0.001 0.006 0.006 -0.004
## bpldColumbia -0.002 0.001 -0.002 -0.002 -0.001 0.007 0.016
## bpldCosta Rica 0.001 0.005 0.000 0.012 0.016 0.016 -0.005
## bpldCuba -0.004 -0.003 -0.002 -0.005 -0.001 0.001 0.001
## bpldDominican Republic -0.009 0.005 -0.001 0.013 0.004 0.014 0.015
## bpldEcuador -0.004 -0.001 -0.001 0.016 -0.001 0.002 0.000
## bpldEl Salvador -0.008 -0.014 -0.006 0.033 -0.005 -0.007 -0.014
## bpldGuatemala -0.009 -0.015 -0.008 0.044 -0.001 -0.004 -0.009
## bpldGuyana -0.004 -0.006 -0.006 -0.014 -0.004 0.011 0.018
## bpldHonduras -0.007 -0.014 -0.006 0.038 -0.001 -0.006 -0.002
## bpldMexico -0.010 -0.009 -0.008 0.048 -0.002 -0.010 -0.035
## bpldNicaragua -0.004 -0.004 -0.004 0.019 -0.004 0.000 -0.013
## bpldPanama 0.000 -0.001 -0.002 0.006 0.113 0.110 -0.035
## bpldParaguay 0.001 0.000 -0.003 0.008 0.008 0.008 0.000
## bpldPeru -0.001 -0.001 -0.002 -0.008 0.001 0.007 0.021
## bpldUruguay 0.003 0.005 0.001 -0.004 0.002 0.002 0.002
## bpldVenezuela -0.001 0.002 -0.002 0.001 0.017 0.018 0.030
## syuzhet_average 0.000 0.001 0.002 -0.002 0.002 0.000 0.000
## value -0.002 -0.005 0.000 -0.002 -0.005 -0.005 -0.003
## percent_emp_x 0.001 -0.004 0.000 0.005 0.003 0.004 0.005
## female:syuzhet_average 0.001 -0.002 0.000 0.001 -0.003 -0.001 -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 -0.097
## edcatLess than HS -0.055 0.653
## edcatSome Col -0.033 0.529 0.466
## bpldBelize 0.031 -0.024 -0.019 -0.018
## bpldBolivia -0.009 -0.017 -0.014 -0.022 0.266
## bpldBrazil -0.004 -0.005 -0.004 -0.001 0.392 0.479
## bpldChile 0.001 -0.002 0.001 -0.003 0.274 0.337 0.495
## bpldColumbia -0.017 -0.014 -0.013 -0.012 0.413 0.505 0.747
## bpldCosta Rica -0.002 -0.024 -0.022 -0.019 0.270 0.326 0.481
## bpldCuba -0.012 -0.035 -0.022 -0.017 0.395 0.475 0.703
## bpldDominican Republic -0.016 -0.054 -0.052 -0.040 0.436 0.515 0.769
## bpldEcuador -0.022 -0.044 -0.046 -0.034 0.395 0.482 0.713
## bpldEl Salvador -0.025 -0.091 -0.098 -0.048 0.440 0.543 0.782
## bpldGuatemala -0.024 -0.079 -0.102 -0.045 0.425 0.518 0.756
## bpldGuyana 0.072 -0.052 -0.041 -0.027 0.401 0.427 0.638
## bpldHonduras -0.018 -0.075 -0.091 -0.042 0.403 0.489 0.715
## bpldMexico -0.029 -0.096 -0.105 -0.048 0.461 0.555 0.813
## bpldNicaragua -0.013 -0.042 -0.039 -0.030 0.327 0.399 0.579
## bpldPanama 0.007 -0.016 -0.015 -0.015 0.321 0.366 0.537
## bpldParaguay -0.002 -0.009 -0.008 -0.006 0.153 0.188 0.276
## bpldPeru -0.017 -0.019 -0.014 -0.024 0.395 0.488 0.710
## bpldUruguay -0.004 -0.020 -0.014 -0.015 0.209 0.257 0.380
## bpldVenezuela -0.010 0.027 0.020 0.018 0.349 0.424 0.630
## syuzhet_average 0.001 -0.003 -0.001 -0.004 0.001 -0.001 -0.001
## value -0.004 0.000 0.001 0.000 0.001 -0.002 0.001
## percent_emp_x -0.006 0.000 0.002 0.004 0.003 0.003 -0.014
## female:syuzhet_average -0.001 -0.001 -0.003 0.003 -0.006 0.001 0.002
## 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 0.521
## bpldCosta Rica 0.336 0.507
## bpldCuba 0.491 0.746 0.480
## bpldDominican Republic 0.533 0.813 0.522 0.758
## bpldEcuador 0.498 0.756 0.486 0.707 0.788
## bpldEl Salvador 0.549 0.825 0.534 0.780 0.847 0.792
## bpldGuatemala 0.529 0.796 0.516 0.754 0.818 0.765 0.862
## bpldGuyana 0.441 0.672 0.435 0.632 0.722 0.652 0.697
## bpldHonduras 0.500 0.754 0.488 0.715 0.776 0.724 0.812
## bpldMexico 0.573 0.857 0.557 0.816 0.876 0.823 0.932
## bpldNicaragua 0.407 0.612 0.396 0.582 0.627 0.586 0.656
## bpldPanama 0.376 0.566 0.369 0.539 0.587 0.539 0.596
## bpldParaguay 0.193 0.291 0.188 0.274 0.300 0.280 0.306
## bpldPeru 0.498 0.751 0.483 0.706 0.772 0.720 0.793
## bpldUruguay 0.265 0.401 0.258 0.377 0.413 0.386 0.421
## bpldVenezuela 0.438 0.663 0.426 0.631 0.674 0.628 0.692
## syuzhet_average -0.001 -0.001 0.000 -0.003 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 -0.004 -0.009 -0.004 0.011
## female:syuzhet_average 0.000 0.002 0.003 0.002 -0.004 0.004 -0.001
## 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 0.673
## bpldHonduras 0.783 0.641
## bpldMexico 0.900 0.720 0.846
## bpldNicaragua 0.632 0.519 0.597 0.685
## bpldPanama 0.574 0.515 0.545 0.622 0.444
## bpldParaguay 0.295 0.251 0.280 0.318 0.227 0.210
## bpldPeru 0.763 0.641 0.721 0.822 0.587 0.540 0.278
## bpldUruguay 0.405 0.341 0.384 0.437 0.311 0.287 0.148
## bpldVenezuela 0.668 0.562 0.633 0.721 0.515 0.479 0.244
## syuzhet_average -0.001 -0.002 -0.001 -0.001 -0.001 0.005 0.000
## value 0.002 -0.003 0.002 0.004 0.001 0.003 0.000
## percent_emp_x 0.007 -0.006 0.005 0.021 0.005 -0.001 -0.003
## female:syuzhet_average 0.001 -0.002 0.001 0.001 -0.001 0.007 0.001
## 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 0.382
## bpldVenezuela 0.630 0.335
## syuzhet_average 0.000 0.001 -0.001
## value -0.001 0.000 0.001 -0.122
## percent_emp_x 0.001 -0.003 -0.001 -0.081 -0.017
## female:syuzhet_average 0.002 -0.001 0.003 -0.234 -0.002 0.002
##
## Standardized Within-Group Residuals:
## Min Q1 Med Q3 Max
## -3.91426271 0.08426817 0.29586378 0.45942617 1.65981714
##
## Number of Observations: 305908
## 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.