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Multiple Factor Multiple Level Model

Hongyu Chen

RPI, RIN:661405156

Oct.2 V1.0

1. Setting

System under test

Data of this test is obtained from WHO website. The aim of this analysis is to test factors that may influence cigarette consumption. A quick view of this dataset is as below.

cig<-read.csv("cigarette consumption.csv", header=TRUE)
head(cig)
##          GHO PUBLISHSTATE YEAR REGION COUNTRY AGEGROUP  SEX Display.Value
## 1 EQ_TOBACCO    PUBLISHED 2008    EUR     ALB YEARS0-5 FMLE          13.2
## 2 EQ_TOBACCO    PUBLISHED 2001    AFR     BEN YEARS0-5 FMLE           0.1
## 3 EQ_TOBACCO    PUBLISHED 2006    AFR     BEN YEARS0-5 FMLE           0.1
## 4 EQ_TOBACCO    PUBLISHED 2010    WPR     KHM YEARS0-5 FMLE           1.6
## 5 EQ_TOBACCO    PUBLISHED 2004    AFR     CMR YEARS0-5 FMLE           1.3
## 6 EQ_TOBACCO    PUBLISHED 2007    AFR     COD YEARS0-5 FMLE           0.1
##   Numeric Low High Comments
## 1   0.132  NA   NA       NA
## 2   0.001  NA   NA       NA
## 3   0.001  NA   NA       NA
## 4   0.016  NA   NA       NA
## 5   0.013  NA   NA       NA
## 6   0.001  NA   NA       NA
tail(cig)
##            GHO PUBLISHSTATE YEAR REGION COUNTRY  AGEGROUP  SEX
## 368 EQ_TOBACCO    PUBLISHED 2007    EUR     UKR  YEARS0-5  MLE
## 369 EQ_TOBACCO    PUBLISHED 2011    AFR     ETH  YEARS12+ FMLE
## 370 EQ_TOBACCO    PUBLISHED 2003    AFR     GHA  YEARS12+ FMLE
## 371 EQ_TOBACCO    PUBLISHED 2011   SEAR     NPL  YEARS12+ FMLE
## 372 EQ_TOBACCO    PUBLISHED 2006    AFR     NER  YEARS12+ FMLE
## 373 EQ_TOBACCO    PUBLISHED 2006    AFR     MLI YEARS6-11 FMLE
##     Display.Value Numeric Low High Comments
## 368           100       1  NA   NA       NA
## 369             0       0  NA   NA       NA
## 370             0       0  NA   NA       NA
## 371             0       0  NA   NA       NA
## 372             0       0  NA   NA       NA
## 373             0       0  NA   NA       NA
summary(cig)
##          GHO         PUBLISHSTATE      YEAR       REGION       COUNTRY   
##  EQ_TOBACCO:373   PUBLISHED:373   Min.   :1999   AFR :219   MWI    : 18  
##                                   1st Qu.:2003   AMR : 39   NPL    : 17  
##                                   Median :2005   EMR : 12   RWA    : 15  
##                                   Mean   :2005   EUR : 32   DOM    : 12  
##                                   3rd Qu.:2008   SEAR: 50   ETH    : 12  
##                                   Max.   :2011   WPR : 21   GHA    : 12  
##                                                             (Other):287  
##       AGEGROUP     SEX      Display.Value      Numeric        Low         
##  YEARS0-5 :124   FMLE:219   Min.   :  0.0   Min.   :0.000   Mode:logical  
##  YEARS12+ :124   MLE :154   1st Qu.:  0.9   1st Qu.:0.009   NA's:373      
##  YEARS6-11:125              Median :  6.7   Median :0.067                 
##                             Mean   : 13.5   Mean   :0.135                 
##                             3rd Qu.: 18.7   3rd Qu.:0.187                 
##                             Max.   :100.0   Max.   :1.000                 
##                                                                           
##    High         Comments      
##  Mode:logical   Mode:logical  
##  NA's:373       NA's:373      
##                               
##                               
##                               
##                               
## 

Factors and Levels

There are three factors: region, gender and years of education. In the factor of ‘REGION’ there are six regions as different levels; in factor of ‘SEX’, there are two levels namely male and female, in the dataset is ‘MLE’ and ‘FMLE’; in the factor of ‘AGEGROUP’, years people being educated is divided into three levels, ‘YEARS0-5’,‘YEARS6-11’ and ‘YEARS12+’. Therefore this is a multiple factor multiple level model.

Continuous variables (if any)

There are no continous variables in this test. Even the factor about education year is divided into three discrete levels.

Response variables

The percentage of sample groups who somke cigarette is assigned as responsible variable, which is ‘Numeric’ in the data set.

The Data: How is it organized and what does it look like?

Data used in this test is colleced by the World Health Organization (WHO). This data set contains columns about years, regions, countries, gender, years of education and percentage of people smoking. Through analysis about effects of regions, gender, and years of education on the percentage of smoking, it is possible to investigate which of them, or how the combination of them explain difference in percentage of smoking.

Randomization

Raw data is collected by WHO from around the world through a relatively long time span, therefore it is reasonalbe to assume these data are randomly collected.

2. (Experimental) Design

How will the experiment be organized and conducted to test the hypothesis?

Read data from csv document, first go through exploratory analysis, then use ANOVA to test the effect of each factor and the combination of two or all of them on response variable. Use Tukey’s test to identify significant difference and other model checking methods to check adequacy of selected model.

What is the rationale for this design?

There are three factors: ‘REGION’, ‘SEX’ and ‘AGEGROUP’, each factor as at least two levels. This case is a multiple-factor, multiple-level model, and effect of all factors can be analyzed through ANOVA. Null hypothesis can be H0: Cigarette consumption is independent to all factors, namely region, gender and years of education.

Randomize: What is the Randomization Scheme?

Randomization depends on the way data collected. Data do not envolve order of treatment, so it can be assumed as complete randomization.

Replicate: Are there replicates and/or repeated measures?

There is no replicates or repeated measures in this test.

Block: Did you use blocking in the design?

There is no need to block parameters as mentioned above, the whole data set is under test.

3. (Statistical) Analysis

(Exploratory Data Analysis) Graphics and descriptive summary

# Logical vector identifying all factors
REGION<-factor(cig$REGION)
SEX<-factor(cig$SEX)
AGEGROUP<-factor(cig$AGEGROUP)
# Quick view of samples collected
levels(REGION)
## [1] "AFR"  "AMR"  "EMR"  "EUR"  "SEAR" "WPR"
levels(SEX)
## [1] "FMLE" "MLE"
levels(AGEGROUP)
## [1] "YEARS0-5"  "YEARS12+"  "YEARS6-11"
summary(cig)
##          GHO         PUBLISHSTATE      YEAR       REGION       COUNTRY   
##  EQ_TOBACCO:373   PUBLISHED:373   Min.   :1999   AFR :219   MWI    : 18  
##                                   1st Qu.:2003   AMR : 39   NPL    : 17  
##                                   Median :2005   EMR : 12   RWA    : 15  
##                                   Mean   :2005   EUR : 32   DOM    : 12  
##                                   3rd Qu.:2008   SEAR: 50   ETH    : 12  
##                                   Max.   :2011   WPR : 21   GHA    : 12  
##                                                             (Other):287  
##       AGEGROUP     SEX      Display.Value      Numeric        Low         
##  YEARS0-5 :124   FMLE:219   Min.   :  0.0   Min.   :0.000   Mode:logical  
##  YEARS12+ :124   MLE :154   1st Qu.:  0.9   1st Qu.:0.009   NA's:373      
##  YEARS6-11:125              Median :  6.7   Median :0.067                 
##                             Mean   : 13.5   Mean   :0.135                 
##                             3rd Qu.: 18.7   3rd Qu.:0.187                 
##                             Max.   :100.0   Max.   :1.000                 
##                                                                           
##    High         Comments      
##  Mode:logical   Mode:logical  
##  NA's:373       NA's:373      
##                               
##                               
##                               
##                               
## 
boxplot(Numeric~REGION, data=cig)

plot of chunk unnamed-chunk-3

boxplot(Numeric~SEX, data=cig)

plot of chunk unnamed-chunk-3

boxplot(Numeric~AGEGROUP, data=cig)

plot of chunk unnamed-chunk-3

Numeric~REGION boxplot shows that the percentage of people smoking is largely different in different areas, therefore possibly region is an explanation to the variance of ‘Numeric’. Numeric~SEX boxplot shows that there is also difference in ‘Numeric’ in male and female, however difference is not as obvious as region. Numeric~AGEGROUP boxplot shows amost no difference in ‘Numeric’ when considering years of education as a factor. Means are basically the same. Probably percentage of people smoking is independent to ‘AGEGROUP’.

Testing

ANOVA test is conducted as below:

#variance of region
model=aov(Numeric ~ REGION, data=cig)
anova(model)
## Analysis of Variance Table
## 
## Response: Numeric
##            Df Sum Sq Mean Sq F value Pr(>F)    
## REGION      5   3.25   0.649    29.6 <2e-16 ***
## Residuals 367   8.05   0.022                   
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

P-value is much smaller than 0.05, which means there is very small probability that variance in ‘Numeric’ with regards to region is due to ramdomization, probably variance of ‘Numeric’ is dependent on ‘REGION’. This is not hard to understand since people in different areas tend to have different lifestyle.

#variance of gender
model=aov(Numeric ~ SEX, data=cig) 
anova(model)
## Analysis of Variance Table
## 
## Response: Numeric
##            Df Sum Sq Mean Sq F value Pr(>F)    
## SEX         1   4.80    4.80     274 <2e-16 ***
## Residuals 371   6.49    0.02                   
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

P-value is much smaller than 0.05, which means basically variance of ‘Numeric’ is also dependent to gender in this case. From experience, men smoke more frequently than women.

#variance of years of education
model=aov(Numeric ~ AGEGROUP, data=cig)
anova(model)
## Analysis of Variance Table
## 
## Response: Numeric
##            Df Sum Sq Mean Sq F value Pr(>F)  
## AGEGROUP    2    0.2  0.0982    3.28  0.039 *
## Residuals 370   11.1  0.0300                 
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Though P-value is smaller than 0.05, it is not that much smaller, therefore it is hard to draw a clear conclusion whether ‘Numeric’ is dependent to years of education or not. Probably ‘AGEGROUP’ has effect on ‘Numeric’, but the influence should be slight.

#variance of interaction of all three factors
model=aov(Numeric ~ REGION*SEX*AGEGROUP,data=cig)
anova(model)
## Analysis of Variance Table
## 
## Response: Numeric
##                      Df Sum Sq Mean Sq F value  Pr(>F)    
## REGION                5   3.25    0.65   93.91 < 2e-16 ***
## SEX                   1   4.18    4.18  605.31 < 2e-16 ***
## AGEGROUP              2   0.21    0.10   15.08 5.3e-07 ***
## REGION:SEX            4   0.99    0.25   35.67 < 2e-16 ***
## REGION:AGEGROUP      10   0.12    0.01    1.72   0.074 .  
## SEX:AGEGROUP          2   0.16    0.08   11.53 1.4e-05 ***
## REGION:SEX:AGEGROUP   8   0.04    0.01    0.75   0.648    
## Residuals           340   2.35    0.01                    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

When considering interaction of ‘REGION’, ‘SEX’ and ‘AGEGROUP’, p-values of REGIONAGEGROUP, REGIONSEX*AGEGROUP are larger than 0.05, which means interaction of them might not be able to explain the variance of ‘Numeric’. Clearly any combination including ‘AGEGROUP’ has relatively larger p-value than others, from this it is fair to assume that ‘AGEGROUP’ is not a major influence of ‘Numeric’. From ANOVA tests above, null hypothesis can be rejected, and alternative hypothesis can be accepted: percentage of people smoking is dependent on both gender and region, moreover years of education seems not be able to act as a factor to influence people smoking.

Tukey’s Honest Significant Difference Test

TukeyHSD(model, ordered = FALSE, conf.level = 0.95)
##   Tukey multiple comparisons of means
##     95% family-wise confidence level
## 
## Fit: aov(formula = Numeric ~ REGION * SEX * AGEGROUP, data = cig)
## 
## $REGION
##               diff       lwr      upr  p adj
## AMR-AFR   0.009557 -0.031859  0.05097 0.9859
## EMR-AFR   0.002450 -0.068199  0.07310 1.0000
## EUR-AFR   0.295032  0.249935  0.34013 0.0000
## SEAR-AFR  0.167120  0.129771  0.20447 0.0000
## WPR-AFR   0.059491  0.005056  0.11393 0.0230
## EMR-AMR  -0.007107 -0.085770  0.07156 0.9998
## EUR-AMR   0.285475  0.228638  0.34231 0.0000
## SEAR-AMR  0.157563  0.106655  0.20847 0.0000
## WPR-AMR   0.049934 -0.014563  0.11443 0.2317
## EUR-EMR   0.292583  0.211921  0.37324 0.0000
## SEAR-EMR  0.164670  0.088070  0.24127 0.0000
## WPR-EMR   0.057042 -0.029189  0.14327 0.4064
## SEAR-EUR -0.127913 -0.181858 -0.07397 0.0000
## WPR-EUR  -0.235541 -0.302462 -0.16862 0.0000
## WPR-SEAR -0.107628 -0.169593 -0.04566 0.0000
## 
## $SEX
##            diff    lwr    upr p adj
## MLE-FMLE 0.2105 0.1933 0.2277     0
## 
## $AGEGROUP
##                        diff      lwr      upr  p adj
## YEARS12+-YEARS0-5  -0.05547 -0.08032 -0.03061 0.0000
## YEARS6-11-YEARS0-5 -0.04233 -0.06713 -0.01752 0.0002
## YEARS6-11-YEARS12+  0.01314 -0.01166  0.03795 0.4263
## 
## $`REGION:SEX`
##                         diff       lwr      upr  p adj
## AMR:FMLE-AFR:FMLE   0.048328 -0.009700  0.10636 0.2111
## EMR:FMLE-AFR:FMLE   0.071368 -0.011297  0.15403 0.1677
## EUR:FMLE-AFR:FMLE   0.168075  0.093338  0.24281 0.0000
## SEAR:FMLE-AFR:FMLE  0.026559 -0.034382  0.08750 0.9560
## WPR:FMLE-AFR:FMLE   0.023949 -0.050789  0.09869 0.9962
## AFR:MLE-AFR:FMLE    0.162291  0.124884  0.19970 0.0000
## AMR:MLE-AFR:FMLE    0.146308  0.063642  0.22897 0.0000
## EMR:MLE-AFR:FMLE          NA        NA       NA     NA
## EUR:MLE-AFR:FMLE    0.536782  0.466082  0.60748 0.0000
## SEAR:MLE-AFR:FMLE   0.429403  0.370463  0.48834 0.0000
## WPR:MLE-AFR:FMLE    0.389562  0.275226  0.50390 0.0000
## EMR:FMLE-AMR:FMLE   0.023040 -0.071893  0.11797 0.9997
## EUR:FMLE-AMR:FMLE   0.119748  0.031632  0.20786 0.0006
## SEAR:FMLE-AMR:FMLE -0.021768 -0.098532  0.05500 0.9987
## WPR:FMLE-AMR:FMLE  -0.024379 -0.112495  0.06374 0.9990
## AFR:MLE-AMR:FMLE    0.113964  0.054147  0.17378 0.0000
## AMR:MLE-AMR:FMLE    0.097980  0.003047  0.19291 0.0362
## EMR:MLE-AMR:FMLE          NA        NA       NA     NA
## EUR:MLE-AMR:FMLE    0.488454  0.403735  0.57317 0.0000
## SEAR:MLE-AMR:FMLE   0.381075  0.305891  0.45626 0.0000
## WPR:MLE-AMR:FMLE    0.341235  0.217737  0.46473 0.0000
## EUR:FMLE-EMR:FMLE   0.096708 -0.009268  0.20268 0.1121
## SEAR:FMLE-EMR:FMLE -0.044808 -0.141550  0.05193 0.9330
## WPR:FMLE-EMR:FMLE  -0.047419 -0.153394  0.05856 0.9470
## AFR:MLE-EMR:FMLE    0.090923  0.006993  0.17485 0.0209
## AMR:MLE-EMR:FMLE    0.074940 -0.036768  0.18665 0.5451
## EMR:MLE-EMR:FMLE          NA        NA       NA     NA
## EUR:MLE-EMR:FMLE    0.465414  0.362246  0.56858 0.0000
## SEAR:MLE-EMR:FMLE   0.358035  0.262542  0.45353 0.0000
## WPR:MLE-EMR:FMLE    0.318194  0.181381  0.45501 0.0000
## SEAR:FMLE-EUR:FMLE -0.141516 -0.231577 -0.05145 0.0000
## WPR:FMLE-EUR:FMLE  -0.144127 -0.244041 -0.04421 0.0002
## AFR:MLE-EUR:FMLE   -0.005784 -0.081919  0.07035 1.0000
## AMR:MLE-EUR:FMLE   -0.021768 -0.127743  0.08421 0.9999
## EMR:MLE-EUR:FMLE          NA        NA       NA     NA
## EUR:MLE-EUR:FMLE    0.368706  0.271775  0.46564 0.0000
## SEAR:MLE-EUR:FMLE   0.261327  0.172608  0.35005 0.0000
## WPR:MLE-EUR:FMLE    0.221487  0.089313  0.35366 0.0000
## WPR:FMLE-SEAR:FMLE -0.002611 -0.092672  0.08745 1.0000
## AFR:MLE-SEAR:FMLE   0.135732  0.073084  0.19838 0.0000
## AMR:MLE-SEAR:FMLE   0.119748  0.023006  0.21649 0.0033
## EMR:MLE-SEAR:FMLE         NA        NA       NA     NA
## EUR:MLE-SEAR:FMLE   0.510222  0.423482  0.59696 0.0000
## SEAR:MLE-SEAR:FMLE  0.402843  0.325388  0.48030 0.0000
## WPR:MLE-SEAR:FMLE   0.363003  0.238110  0.48790 0.0000
## AFR:MLE-WPR:FMLE    0.138343  0.062208  0.21448 0.0000
## AMR:MLE-WPR:FMLE    0.122359  0.016384  0.22833 0.0093
## EMR:MLE-WPR:FMLE          NA        NA       NA     NA
## EUR:MLE-WPR:FMLE    0.512833  0.415902  0.60976 0.0000
## SEAR:MLE-WPR:FMLE   0.405454  0.316735  0.49417 0.0000
## WPR:MLE-WPR:FMLE    0.365614  0.233439  0.49779 0.0000
## AMR:MLE-AFR:MLE    -0.015984 -0.099914  0.06795 1.0000
## EMR:MLE-AFR:MLE           NA        NA       NA     NA
## EUR:MLE-AFR:MLE     0.374490  0.302315  0.44667 0.0000
## SEAR:MLE-AFR:MLE    0.267111  0.206409  0.32781 0.0000
## WPR:MLE-AFR:MLE     0.227271  0.112016  0.34253 0.0000
## EMR:MLE-AMR:MLE           NA        NA       NA     NA
## EUR:MLE-AMR:MLE     0.390474  0.287307  0.49364 0.0000
## SEAR:MLE-AMR:MLE    0.283095  0.187602  0.37859 0.0000
## WPR:MLE-AMR:MLE     0.243255  0.106441  0.38007 0.0000
## EUR:MLE-EMR:MLE           NA        NA       NA     NA
## SEAR:MLE-EMR:MLE          NA        NA       NA     NA
## WPR:MLE-EMR:MLE           NA        NA       NA     NA
## SEAR:MLE-EUR:MLE   -0.107379 -0.192725 -0.02203 0.0025
## WPR:MLE-EUR:MLE    -0.147219 -0.277153 -0.01729 0.0119
## WPR:MLE-SEAR:MLE   -0.039840 -0.163769  0.08409 0.9961
## 
## $`REGION:AGEGROUP`
##                                    diff       lwr       upr  p adj
## AMR:YEARS0-5-AFR:YEARS0-5     0.0293380 -0.058663  0.117339 0.9995
## EMR:YEARS0-5-AFR:YEARS0-5    -0.0028112 -0.152926  0.147304 1.0000
## EUR:YEARS0-5-AFR:YEARS0-5     0.3009278  0.202357  0.399499 0.0000
## SEAR:YEARS0-5-AFR:YEARS0-5    0.2316151  0.152891  0.310339 0.0000
## WPR:YEARS0-5-AFR:YEARS0-5     0.1116788 -0.003987  0.227345 0.0723
## AFR:YEARS12+-AFR:YEARS0-5    -0.0326613 -0.081048  0.015725 0.6286
## AMR:YEARS12+-AFR:YEARS0-5    -0.0330738 -0.121075  0.054927 0.9977
## EMR:YEARS12+-AFR:YEARS0-5    -0.0252069 -0.175322  0.124908 1.0000
## EUR:YEARS12+-AFR:YEARS0-5     0.2707096  0.176161  0.365258 0.0000
## SEAR:YEARS12+-AFR:YEARS0-5    0.0878726  0.007178  0.168567 0.0176
## WPR:YEARS12+-AFR:YEARS0-5    -0.0171698 -0.132836  0.098496 1.0000
## AFR:YEARS6-11-AFR:YEARS0-5   -0.0227076 -0.071094  0.025679 0.9741
## AMR:YEARS6-11-AFR:YEARS0-5   -0.0229620 -0.110963  0.065039 1.0000
## EMR:YEARS6-11-AFR:YEARS0-5   -0.0200020 -0.170117  0.130113 1.0000
## EUR:YEARS6-11-AFR:YEARS0-5    0.2603045  0.165756  0.354853 0.0000
## SEAR:YEARS6-11-AFR:YEARS0-5   0.1229267  0.044203  0.201650 0.0000
## WPR:YEARS6-11-AFR:YEARS0-5    0.0285966 -0.087069  0.144262 1.0000
## EMR:YEARS0-5-AMR:YEARS0-5    -0.0321492 -0.199294  0.134996 1.0000
## EUR:YEARS0-5-AMR:YEARS0-5     0.2715898  0.148630  0.394550 0.0000
## SEAR:YEARS0-5-AMR:YEARS0-5    0.2022771  0.094572  0.309982 0.0000
## WPR:YEARS0-5-AMR:YEARS0-5     0.0823408 -0.054705  0.219386 0.8073
## AFR:YEARS12+-AMR:YEARS0-5    -0.0619993 -0.150000  0.026002 0.5495
## AMR:YEARS12+-AMR:YEARS0-5    -0.0624118 -0.177072  0.052249 0.9048
## EMR:YEARS12+-AMR:YEARS0-5    -0.0545449 -0.221690  0.112600 0.9996
## EUR:YEARS12+-AMR:YEARS0-5     0.2413716  0.121613  0.361131 0.0000
## SEAR:YEARS12+-AMR:YEARS0-5    0.0585346 -0.050619  0.167688 0.9154
## WPR:YEARS12+-AMR:YEARS0-5    -0.0465078 -0.183553  0.090538 0.9993
## AFR:YEARS6-11-AMR:YEARS0-5   -0.0520456 -0.140046  0.035955 0.8262
## AMR:YEARS6-11-AMR:YEARS0-5   -0.0523000 -0.166961  0.062361 0.9804
## EMR:YEARS6-11-AMR:YEARS0-5   -0.0493400 -0.216485  0.117805 0.9999
## EUR:YEARS6-11-AMR:YEARS0-5    0.2309665  0.111207  0.350726 0.0000
## SEAR:YEARS6-11-AMR:YEARS0-5   0.0935887 -0.014116  0.201294 0.1808
## WPR:YEARS6-11-AMR:YEARS0-5   -0.0007414 -0.137787  0.136304 1.0000
## EUR:YEARS0-5-EMR:YEARS0-5     0.3037390  0.130795  0.476683 0.0000
## SEAR:YEARS0-5-EMR:YEARS0-5    0.2344263  0.071974  0.396879 0.0001
## WPR:YEARS0-5-EMR:YEARS0-5     0.1144900 -0.068736  0.297716 0.7544
## AFR:YEARS12+-EMR:YEARS0-5    -0.0298501 -0.179965  0.120265 1.0000
## AMR:YEARS12+-EMR:YEARS0-5    -0.0302626 -0.197408  0.136882 1.0000
## EMR:YEARS12+-EMR:YEARS0-5    -0.0223957 -0.229103  0.184312 1.0000
## EUR:YEARS12+-EMR:YEARS0-5     0.2735208  0.102838  0.444204 0.0000
## SEAR:YEARS12+-EMR:YEARS0-5    0.0906839 -0.072733  0.254100 0.8896
## WPR:YEARS12+-EMR:YEARS0-5    -0.0143585 -0.197585  0.168868 1.0000
## AFR:YEARS6-11-EMR:YEARS0-5   -0.0198963 -0.170012  0.130219 1.0000
## AMR:YEARS6-11-EMR:YEARS0-5   -0.0201507 -0.187296  0.146994 1.0000
## EMR:YEARS6-11-EMR:YEARS0-5   -0.0171907 -0.223898  0.189517 1.0000
## EUR:YEARS6-11-EMR:YEARS0-5    0.2631157  0.092433  0.433799 0.0000
## SEAR:YEARS6-11-EMR:YEARS0-5   0.1257379 -0.036714  0.288190 0.3698
## WPR:YEARS6-11-EMR:YEARS0-5    0.0314078 -0.151819  0.214634 1.0000
## SEAR:YEARS0-5-EUR:YEARS0-5   -0.0693127 -0.185813  0.047188 0.8192
## WPR:YEARS0-5-EUR:YEARS0-5    -0.1892490 -0.333310 -0.045188 0.0008
## AFR:YEARS12+-EUR:YEARS0-5    -0.3335891 -0.432160 -0.235018 0.0000
## AMR:YEARS12+-EUR:YEARS0-5    -0.3340016 -0.456961 -0.211042 0.0000
## EMR:YEARS12+-EUR:YEARS0-5    -0.3261347 -0.499078 -0.153191 0.0000
## EUR:YEARS12+-EUR:YEARS0-5    -0.0302182 -0.157946  0.097509 1.0000
## SEAR:YEARS12+-EUR:YEARS0-5   -0.2130551 -0.330896 -0.095214 0.0000
## WPR:YEARS12+-EUR:YEARS0-5    -0.3180975 -0.462158 -0.174037 0.0000
## AFR:YEARS6-11-EUR:YEARS0-5   -0.3236354 -0.422206 -0.225065 0.0000
## AMR:YEARS6-11-EUR:YEARS0-5   -0.3238897 -0.446849 -0.200930 0.0000
## EMR:YEARS6-11-EUR:YEARS0-5   -0.3209297 -0.493873 -0.147986 0.0000
## EUR:YEARS6-11-EUR:YEARS0-5   -0.0406233 -0.168351  0.087104 0.9997
## SEAR:YEARS6-11-EUR:YEARS0-5  -0.1780011 -0.294502 -0.061500 0.0000
## WPR:YEARS6-11-EUR:YEARS0-5   -0.2723312 -0.416392 -0.128270 0.0000
## WPR:YEARS0-5-SEAR:YEARS0-5   -0.1199363 -0.251218  0.011345 0.1210
## AFR:YEARS12+-SEAR:YEARS0-5   -0.2642763 -0.343000 -0.185553 0.0000
## AMR:YEARS12+-SEAR:YEARS0-5   -0.2646889 -0.372394 -0.156984 0.0000
## EMR:YEARS12+-SEAR:YEARS0-5   -0.2568220 -0.419274 -0.094370 0.0000
## EUR:YEARS12+-SEAR:YEARS0-5    0.0390945 -0.074023  0.152212 0.9992
## SEAR:YEARS12+-SEAR:YEARS0-5  -0.1437424 -0.245565 -0.041920 0.0002
## WPR:YEARS12+-SEAR:YEARS0-5   -0.2487848 -0.380066 -0.117504 0.0000
## AFR:YEARS6-11-SEAR:YEARS0-5  -0.2543226 -0.333046 -0.175599 0.0000
## AMR:YEARS6-11-SEAR:YEARS0-5  -0.2545770 -0.362282 -0.146872 0.0000
## EMR:YEARS6-11-SEAR:YEARS0-5  -0.2516170 -0.414069 -0.089165 0.0000
## EUR:YEARS6-11-SEAR:YEARS0-5   0.0286894 -0.084428  0.141807 1.0000
## SEAR:YEARS6-11-SEAR:YEARS0-5 -0.1086884 -0.208956 -0.008421 0.0187
## WPR:YEARS6-11-SEAR:YEARS0-5  -0.2030184 -0.334300 -0.071737 0.0000
## AFR:YEARS12+-WPR:YEARS0-5    -0.1443401 -0.260006 -0.028674 0.0020
## AMR:YEARS12+-WPR:YEARS0-5    -0.1447526 -0.281798 -0.007707 0.0262
## EMR:YEARS12+-WPR:YEARS0-5    -0.1368857 -0.320112  0.046341 0.4369
## EUR:YEARS12+-WPR:YEARS0-5     0.1590308  0.017692  0.300370 0.0111
## SEAR:YEARS12+-WPR:YEARS0-5   -0.0238061 -0.156279  0.108666 1.0000
## WPR:YEARS12+-WPR:YEARS0-5    -0.1288485 -0.285105  0.027407 0.2587
## AFR:YEARS6-11-WPR:YEARS0-5   -0.1343863 -0.250052 -0.018720 0.0068
## AMR:YEARS6-11-WPR:YEARS0-5   -0.1346407 -0.271686  0.002405 0.0605
## EMR:YEARS6-11-WPR:YEARS0-5   -0.1316807 -0.314907  0.051546 0.5116
## EUR:YEARS6-11-WPR:YEARS0-5    0.1486257  0.007287  0.289965 0.0277
## SEAR:YEARS6-11-WPR:YEARS0-5   0.0112479 -0.120033  0.142529 1.0000
## WPR:YEARS6-11-WPR:YEARS0-5   -0.0830822 -0.239338  0.073174 0.9210
## AMR:YEARS12+-AFR:YEARS12+    -0.0004125 -0.088413  0.087588 1.0000
## EMR:YEARS12+-AFR:YEARS12+     0.0074544 -0.142661  0.157570 1.0000
## EUR:YEARS12+-AFR:YEARS12+     0.3033708  0.208823  0.397919 0.0000
## SEAR:YEARS12+-AFR:YEARS12+    0.1205339  0.039839  0.201228 0.0000
## WPR:YEARS12+-AFR:YEARS12+     0.0154915 -0.100174  0.131157 1.0000
## AFR:YEARS6-11-AFR:YEARS12+    0.0099537 -0.038433  0.058340 1.0000
## AMR:YEARS6-11-AFR:YEARS12+    0.0096993 -0.078302  0.097700 1.0000
## EMR:YEARS6-11-AFR:YEARS12+    0.0126593 -0.137456  0.162775 1.0000
## EUR:YEARS6-11-AFR:YEARS12+    0.2929658  0.198418  0.387514 0.0000
## SEAR:YEARS6-11-AFR:YEARS12+   0.1555880  0.076864  0.234312 0.0000
## WPR:YEARS6-11-AFR:YEARS12+    0.0612579 -0.054408  0.176924 0.9235
## EMR:YEARS12+-AMR:YEARS12+     0.0078669 -0.159278  0.175012 1.0000
## EUR:YEARS12+-AMR:YEARS12+     0.3037834  0.184024  0.423542 0.0000
## SEAR:YEARS12+-AMR:YEARS12+    0.1209465  0.011793  0.230100 0.0139
## WPR:YEARS12+-AMR:YEARS12+     0.0159041 -0.121142  0.152950 1.0000
## AFR:YEARS6-11-AMR:YEARS12+    0.0103662 -0.077635  0.098367 1.0000
## AMR:YEARS6-11-AMR:YEARS12+    0.0101119 -0.104549  0.124772 1.0000
## EMR:YEARS6-11-AMR:YEARS12+    0.0130719 -0.154073  0.180217 1.0000
## EUR:YEARS6-11-AMR:YEARS12+    0.2933783  0.173619  0.413137 0.0000
## SEAR:YEARS6-11-AMR:YEARS12+   0.1560005  0.048296  0.263705 0.0001
## WPR:YEARS6-11-AMR:YEARS12+    0.0616704 -0.075375  0.198716 0.9829
## EUR:YEARS12+-EMR:YEARS12+     0.2959165  0.125234  0.466599 0.0000
## SEAR:YEARS12+-EMR:YEARS12+    0.1130795 -0.050337  0.276496 0.5833
## WPR:YEARS12+-EMR:YEARS12+     0.0080371 -0.175189  0.191264 1.0000
## AFR:YEARS6-11-EMR:YEARS12+    0.0024993 -0.147616  0.152615 1.0000
## AMR:YEARS6-11-EMR:YEARS12+    0.0022449 -0.164900  0.169390 1.0000
## EMR:YEARS6-11-EMR:YEARS12+    0.0052049 -0.201502  0.211912 1.0000
## EUR:YEARS6-11-EMR:YEARS12+    0.2855114  0.114828  0.456194 0.0000
## SEAR:YEARS6-11-EMR:YEARS12+   0.1481336 -0.014319  0.310586 0.1230
## WPR:YEARS6-11-EMR:YEARS12+    0.0538035 -0.129423  0.237030 0.9999
## SEAR:YEARS12+-EUR:YEARS12+   -0.1828369 -0.297334 -0.068339 0.0000
## WPR:YEARS12+-EUR:YEARS12+    -0.2878793 -0.429218 -0.146540 0.0000
## AFR:YEARS6-11-EUR:YEARS12+   -0.2934171 -0.387965 -0.198869 0.0000
## AMR:YEARS6-11-EUR:YEARS12+   -0.2936715 -0.413431 -0.173912 0.0000
## EMR:YEARS6-11-EUR:YEARS12+   -0.2907115 -0.461394 -0.120029 0.0000
## EUR:YEARS6-11-EUR:YEARS12+   -0.0104051 -0.135054  0.114244 1.0000
## SEAR:YEARS6-11-EUR:YEARS12+  -0.1477829 -0.260900 -0.034666 0.0008
## WPR:YEARS6-11-EUR:YEARS12+   -0.2421129 -0.383452 -0.100774 0.0000
## WPR:YEARS12+-SEAR:YEARS12+   -0.1050424 -0.237515  0.027430 0.3257
## AFR:YEARS6-11-SEAR:YEARS12+  -0.1105802 -0.191275 -0.029886 0.0003
## AMR:YEARS6-11-SEAR:YEARS12+  -0.1108346 -0.219988 -0.001681 0.0421
## EMR:YEARS6-11-SEAR:YEARS12+  -0.1078746 -0.271291  0.055542 0.6675
## EUR:YEARS6-11-SEAR:YEARS12+   0.1724319  0.057934  0.286929 0.0000
## SEAR:YEARS6-11-SEAR:YEARS12+  0.0350541 -0.066768  0.136876 0.9992
## WPR:YEARS6-11-SEAR:YEARS12+  -0.0592760 -0.191748  0.073196 0.9839
## AFR:YEARS6-11-WPR:YEARS12+   -0.0055378 -0.121204  0.110128 1.0000
## AMR:YEARS6-11-WPR:YEARS12+   -0.0057922 -0.142838  0.131253 1.0000
## EMR:YEARS6-11-WPR:YEARS12+   -0.0028322 -0.186059  0.180394 1.0000
## EUR:YEARS6-11-WPR:YEARS12+    0.2774743  0.136135  0.418813 0.0000
## SEAR:YEARS6-11-WPR:YEARS12+   0.1400964  0.008815  0.271378 0.0230
## WPR:YEARS6-11-WPR:YEARS12+    0.0457664 -0.110490  0.202022 0.9999
## AMR:YEARS6-11-AFR:YEARS6-11  -0.0002544 -0.088255  0.087746 1.0000
## EMR:YEARS6-11-AFR:YEARS6-11   0.0027056 -0.147410  0.152821 1.0000
## EUR:YEARS6-11-AFR:YEARS6-11   0.2830121  0.188464  0.377560 0.0000
## SEAR:YEARS6-11-AFR:YEARS6-11  0.1456343  0.066910  0.224358 0.0000
## WPR:YEARS6-11-AFR:YEARS6-11   0.0513042 -0.064362  0.166970 0.9852
## EMR:YEARS6-11-AMR:YEARS6-11   0.0029600 -0.164185  0.170105 1.0000
## EUR:YEARS6-11-AMR:YEARS6-11   0.2832665  0.163507  0.403026 0.0000
## SEAR:YEARS6-11-AMR:YEARS6-11  0.1458886  0.038184  0.253593 0.0004
## WPR:YEARS6-11-AMR:YEARS6-11   0.0515586 -0.085487  0.188604 0.9976
## EUR:YEARS6-11-EMR:YEARS6-11   0.2803065  0.109624  0.450989 0.0000
## SEAR:YEARS6-11-EMR:YEARS6-11  0.1429286 -0.019524  0.305381 0.1645
## WPR:YEARS6-11-EMR:YEARS6-11   0.0485986 -0.134628  0.231825 1.0000
## SEAR:YEARS6-11-EUR:YEARS6-11 -0.1373778 -0.250495 -0.024261 0.0033
## WPR:YEARS6-11-EUR:YEARS6-11  -0.2317079 -0.373047 -0.090369 0.0000
## WPR:YEARS6-11-SEAR:YEARS6-11 -0.0943301 -0.225611  0.036951 0.5120
## 
## $`SEX:AGEGROUP`
##                                   diff       lwr      upr  p adj
## MLE:YEARS0-5-FMLE:YEARS0-5    0.263722  0.220233  0.30721 0.0000
## FMLE:YEARS12+-FMLE:YEARS0-5  -0.014207 -0.053649  0.02524 0.9068
## MLE:YEARS12+-FMLE:YEARS0-5    0.149145  0.105657  0.19263 0.0000
## FMLE:YEARS6-11-FMLE:YEARS0-5 -0.018143 -0.057585  0.02130 0.7748
## MLE:YEARS6-11-FMLE:YEARS0-5   0.186449  0.143207  0.22969 0.0000
## FMLE:YEARS12+-MLE:YEARS0-5   -0.277929 -0.321417 -0.23444 0.0000
## MLE:YEARS12+-MLE:YEARS0-5    -0.114576 -0.161765 -0.06739 0.0000
## FMLE:YEARS6-11-MLE:YEARS0-5  -0.281865 -0.325353 -0.23838 0.0000
## MLE:YEARS6-11-MLE:YEARS0-5   -0.077273 -0.124234 -0.03031 0.0001
## MLE:YEARS12+-FMLE:YEARS12+    0.163352  0.119864  0.20684 0.0000
## FMLE:YEARS6-11-FMLE:YEARS12+ -0.003936 -0.043378  0.03551 0.9997
## MLE:YEARS6-11-FMLE:YEARS12+   0.200656  0.157414  0.24390 0.0000
## FMLE:YEARS6-11-MLE:YEARS12+  -0.167288 -0.210777 -0.12380 0.0000
## MLE:YEARS6-11-MLE:YEARS12+    0.037303 -0.009658  0.08426 0.2065
## MLE:YEARS6-11-FMLE:YEARS6-11  0.204592  0.161350  0.24783 0.0000
## 
## $`REGION:SEX:AGEGROUP`
##                                              diff        lwr       upr
## AMR:FMLE:YEARS0-5-AFR:FMLE:YEARS0-5     0.0571349 -6.113e-02  0.175396
## EMR:FMLE:YEARS0-5-AFR:FMLE:YEARS0-5     0.0845238 -8.395e-02  0.252995
## EUR:FMLE:YEARS0-5-AFR:FMLE:YEARS0-5     0.1826238  3.031e-02  0.334938
## SEAR:FMLE:YEARS0-5-AFR:FMLE:YEARS0-5    0.0723988 -5.180e-02  0.196597
## WPR:FMLE:YEARS0-5-AFR:FMLE:YEARS0-5     0.0538238 -9.849e-02  0.206138
## AFR:MLE:YEARS0-5-AFR:FMLE:YEARS0-5      0.2056599  1.294e-01  0.281895
## AMR:MLE:YEARS0-5-AFR:FMLE:YEARS0-5      0.2506338  8.216e-02  0.419105
## EMR:MLE:YEARS0-5-AFR:FMLE:YEARS0-5             NA         NA        NA
## EUR:MLE:YEARS0-5-AFR:FMLE:YEARS0-5      0.5708658  4.186e-01  0.723180
## SEAR:MLE:YEARS0-5-AFR:FMLE:YEARS0-5     0.5452794  4.270e-01  0.663540
## WPR:MLE:YEARS0-5-AFR:FMLE:YEARS0-5      0.5619888  3.290e-01  0.795006
## AFR:FMLE:YEARS12+-AFR:FMLE:YEARS0-5     0.0026190 -6.764e-02  0.072876
## AMR:FMLE:YEARS12+-AFR:FMLE:YEARS0-5     0.0470238 -7.124e-02  0.165285
## EMR:FMLE:YEARS12+-AFR:FMLE:YEARS0-5     0.0622738 -1.062e-01  0.230745
## EUR:FMLE:YEARS12+-AFR:FMLE:YEARS0-5     0.1714238  1.911e-02  0.323738
## SEAR:FMLE:YEARS12+-AFR:FMLE:YEARS0-5    0.0007738 -1.234e-01  0.124972
## WPR:FMLE:YEARS12+-AFR:FMLE:YEARS0-5     0.0046238 -1.477e-01  0.156938
## AFR:MLE:YEARS12+-AFR:FMLE:YEARS0-5      0.1255425  4.931e-02  0.201778
## AMR:MLE:YEARS12+-AFR:FMLE:YEARS0-5      0.0710188 -9.745e-02  0.239490
## EMR:MLE:YEARS12+-AFR:FMLE:YEARS0-5             NA         NA        NA
## EUR:MLE:YEARS12+-AFR:FMLE:YEARS0-5      0.5234388  3.829e-01  0.663954
## SEAR:MLE:YEARS12+-AFR:FMLE:YEARS0-5     0.3338301  2.096e-01  0.458029
## WPR:MLE:YEARS12+-AFR:FMLE:YEARS0-5      0.2345288  1.511e-03  0.467546
## AFR:FMLE:YEARS6-11-AFR:FMLE:YEARS0-5   -0.0032143 -7.347e-02  0.067043
## AMR:FMLE:YEARS6-11-AFR:FMLE:YEARS0-5    0.0402460 -7.801e-02  0.158507
## EMR:FMLE:YEARS6-11-AFR:FMLE:YEARS0-5    0.0667738 -1.017e-01  0.235245
## EUR:FMLE:YEARS6-11-AFR:FMLE:YEARS0-5    0.1526238  3.094e-04  0.304938
## SEAR:FMLE:YEARS6-11-AFR:FMLE:YEARS0-5   0.0045238 -1.197e-01  0.128722
## WPR:FMLE:YEARS6-11-AFR:FMLE:YEARS0-5    0.0128238 -1.395e-01  0.165138
## AFR:MLE:YEARS6-11-AFR:FMLE:YEARS0-5     0.1552251  7.899e-02  0.231461
## AMR:MLE:YEARS6-11-AFR:FMLE:YEARS0-5     0.1168413 -5.163e-02  0.285313
## EMR:MLE:YEARS6-11-AFR:FMLE:YEARS0-5            NA         NA        NA
## EUR:MLE:YEARS6-11-AFR:FMLE:YEARS0-5     0.5187371  3.782e-01  0.659252
## SEAR:MLE:YEARS6-11-AFR:FMLE:YEARS0-5    0.3992560  2.810e-01  0.517517
## WPR:MLE:YEARS6-11-AFR:FMLE:YEARS0-5     0.3717438  1.387e-01  0.604761
## EMR:FMLE:YEARS0-5-AMR:FMLE:YEARS0-5     0.0273889 -1.661e-01  0.220863
## EUR:FMLE:YEARS0-5-AMR:FMLE:YEARS0-5     0.1254889 -5.409e-02  0.305069
## SEAR:FMLE:YEARS0-5-AMR:FMLE:YEARS0-5    0.0152639 -1.412e-01  0.171708
## WPR:FMLE:YEARS0-5-AMR:FMLE:YEARS0-5    -0.0033111 -1.829e-01  0.176269
## AFR:MLE:YEARS0-5-AMR:FMLE:YEARS0-5      0.1485250  2.662e-02  0.270432
## AMR:MLE:YEARS0-5-AMR:FMLE:YEARS0-5      0.1934989  2.516e-05  0.386973
## EMR:MLE:YEARS0-5-AMR:FMLE:YEARS0-5             NA         NA        NA
## EUR:MLE:YEARS0-5-AMR:FMLE:YEARS0-5      0.5137309  3.342e-01  0.693311
## SEAR:MLE:YEARS0-5-AMR:FMLE:YEARS0-5     0.4881444  3.364e-01  0.639918
## WPR:MLE:YEARS0-5-AMR:FMLE:YEARS0-5      0.5048539  2.532e-01  0.756541
## AFR:FMLE:YEARS12+-AMR:FMLE:YEARS0-5    -0.0545159 -1.728e-01  0.063745
## AMR:FMLE:YEARS12+-AMR:FMLE:YEARS0-5    -0.0101111 -1.619e-01  0.141662
## EMR:FMLE:YEARS12+-AMR:FMLE:YEARS0-5     0.0051389 -1.883e-01  0.198613
## EUR:FMLE:YEARS12+-AMR:FMLE:YEARS0-5     0.1142889 -6.529e-02  0.293869
## SEAR:FMLE:YEARS12+-AMR:FMLE:YEARS0-5   -0.0563611 -2.128e-01  0.100083
## WPR:FMLE:YEARS12+-AMR:FMLE:YEARS0-5    -0.0525111 -2.321e-01  0.127069
## AFR:MLE:YEARS12+-AMR:FMLE:YEARS0-5      0.0684076 -5.350e-02  0.190315
## AMR:MLE:YEARS12+-AMR:FMLE:YEARS0-5      0.0138839 -1.796e-01  0.207358
## EMR:MLE:YEARS12+-AMR:FMLE:YEARS0-5             NA         NA        NA
## EUR:MLE:YEARS12+-AMR:FMLE:YEARS0-5      0.4663039  2.966e-01  0.635992
## SEAR:MLE:YEARS12+-AMR:FMLE:YEARS0-5     0.2766951  1.203e-01  0.433139
## WPR:MLE:YEARS12+-AMR:FMLE:YEARS0-5      0.1773939 -7.429e-02  0.429081
## AFR:FMLE:YEARS6-11-AMR:FMLE:YEARS0-5   -0.0603492 -1.786e-01  0.057912
## AMR:FMLE:YEARS6-11-AMR:FMLE:YEARS0-5   -0.0168889 -1.687e-01  0.134884
## EMR:FMLE:YEARS6-11-AMR:FMLE:YEARS0-5    0.0096389 -1.838e-01  0.203113
## EUR:FMLE:YEARS6-11-AMR:FMLE:YEARS0-5    0.0954889 -8.409e-02  0.275069
## SEAR:FMLE:YEARS6-11-AMR:FMLE:YEARS0-5  -0.0526111 -2.091e-01  0.103833
## WPR:FMLE:YEARS6-11-AMR:FMLE:YEARS0-5   -0.0443111 -2.239e-01  0.135269
## AFR:MLE:YEARS6-11-AMR:FMLE:YEARS0-5     0.0980902 -2.382e-02  0.219997
## AMR:MLE:YEARS6-11-AMR:FMLE:YEARS0-5     0.0597064 -1.338e-01  0.253180
## EMR:MLE:YEARS6-11-AMR:FMLE:YEARS0-5            NA         NA        NA
## EUR:MLE:YEARS6-11-AMR:FMLE:YEARS0-5     0.4616022  2.919e-01  0.631290
## SEAR:MLE:YEARS6-11-AMR:FMLE:YEARS0-5    0.3421211  1.903e-01  0.493894
## WPR:MLE:YEARS6-11-AMR:FMLE:YEARS0-5     0.3146089  6.292e-02  0.566296
## EUR:FMLE:YEARS0-5-EMR:FMLE:YEARS0-5     0.0981000 -1.179e-01  0.314077
## SEAR:FMLE:YEARS0-5-EMR:FMLE:YEARS0-5   -0.0121250 -2.093e-01  0.185034
## WPR:FMLE:YEARS0-5-EMR:FMLE:YEARS0-5    -0.0307000 -2.467e-01  0.185277
## AFR:MLE:YEARS0-5-EMR:FMLE:YEARS0-5      0.1211361 -4.991e-02  0.292187
## AMR:MLE:YEARS0-5-EMR:FMLE:YEARS0-5      0.1661100 -6.155e-02  0.393770
## EMR:MLE:YEARS0-5-EMR:FMLE:YEARS0-5             NA         NA        NA
## EUR:MLE:YEARS0-5-EMR:FMLE:YEARS0-5      0.4863420  2.704e-01  0.702319
## SEAR:MLE:YEARS0-5-EMR:FMLE:YEARS0-5     0.4607556  2.673e-01  0.654229
## WPR:MLE:YEARS0-5-EMR:FMLE:YEARS0-5      0.4774650  1.986e-01  0.756290
## AFR:FMLE:YEARS12+-EMR:FMLE:YEARS0-5    -0.0819048 -2.504e-01  0.086567
## AMR:FMLE:YEARS12+-EMR:FMLE:YEARS0-5    -0.0375000 -2.310e-01  0.155974
## EMR:FMLE:YEARS12+-EMR:FMLE:YEARS0-5    -0.0222500 -2.499e-01  0.205410
## EUR:FMLE:YEARS12+-EMR:FMLE:YEARS0-5     0.0869000 -1.291e-01  0.302877
## SEAR:FMLE:YEARS12+-EMR:FMLE:YEARS0-5   -0.0837500 -2.809e-01  0.113409
## WPR:FMLE:YEARS12+-EMR:FMLE:YEARS0-5    -0.0799000 -2.959e-01  0.136077
## AFR:MLE:YEARS12+-EMR:FMLE:YEARS0-5      0.0410187 -1.300e-01  0.212069
## AMR:MLE:YEARS12+-EMR:FMLE:YEARS0-5     -0.0135050 -2.412e-01  0.214155
## EMR:MLE:YEARS12+-EMR:FMLE:YEARS0-5             NA         NA        NA
## EUR:MLE:YEARS12+-EMR:FMLE:YEARS0-5      0.4389150  2.311e-01  0.646739
## SEAR:MLE:YEARS12+-EMR:FMLE:YEARS0-5     0.2493062  5.215e-02  0.446466
## WPR:MLE:YEARS12+-EMR:FMLE:YEARS0-5      0.1500050 -1.288e-01  0.428830
## AFR:FMLE:YEARS6-11-EMR:FMLE:YEARS0-5   -0.0877381 -2.562e-01  0.080733
## AMR:FMLE:YEARS6-11-EMR:FMLE:YEARS0-5   -0.0442778 -2.378e-01  0.149196
## EMR:FMLE:YEARS6-11-EMR:FMLE:YEARS0-5   -0.0177500 -2.454e-01  0.209910
## EUR:FMLE:YEARS6-11-EMR:FMLE:YEARS0-5    0.0681000 -1.479e-01  0.284077
## SEAR:FMLE:YEARS6-11-EMR:FMLE:YEARS0-5  -0.0800000 -2.772e-01  0.117159
## WPR:FMLE:YEARS6-11-EMR:FMLE:YEARS0-5   -0.0717000 -2.877e-01  0.144277
## AFR:MLE:YEARS6-11-EMR:FMLE:YEARS0-5     0.0707013 -1.003e-01  0.241752
## AMR:MLE:YEARS6-11-EMR:FMLE:YEARS0-5     0.0323175 -1.953e-01  0.259977
## EMR:MLE:YEARS6-11-EMR:FMLE:YEARS0-5            NA         NA        NA
## EUR:MLE:YEARS6-11-EMR:FMLE:YEARS0-5     0.4342133  2.264e-01  0.642037
## SEAR:MLE:YEARS6-11-EMR:FMLE:YEARS0-5    0.3147322  1.213e-01  0.508206
## WPR:MLE:YEARS6-11-EMR:FMLE:YEARS0-5     0.2872200  8.395e-03  0.566045
## SEAR:FMLE:YEARS0-5-EUR:FMLE:YEARS0-5   -0.1102250 -2.938e-01  0.073320
## WPR:FMLE:YEARS0-5-EUR:FMLE:YEARS0-5    -0.1288000 -3.324e-01  0.074825
## AFR:MLE:YEARS0-5-EUR:FMLE:YEARS0-5      0.0230361 -1.321e-01  0.178199
## AMR:MLE:YEARS0-5-EUR:FMLE:YEARS0-5      0.0680100 -1.480e-01  0.283987
## EMR:MLE:YEARS0-5-EUR:FMLE:YEARS0-5             NA         NA        NA
## EUR:MLE:YEARS0-5-EUR:FMLE:YEARS0-5      0.3882420  1.846e-01  0.591867
## SEAR:MLE:YEARS0-5-EUR:FMLE:YEARS0-5     0.3626556  1.831e-01  0.542236
## WPR:MLE:YEARS0-5-EUR:FMLE:YEARS0-5      0.3793650  1.100e-01  0.648736
## AFR:FMLE:YEARS12+-EUR:FMLE:YEARS0-5    -0.1800048 -3.323e-01 -0.027690
## AMR:FMLE:YEARS12+-EUR:FMLE:YEARS0-5    -0.1356000 -3.152e-01  0.043981
## EMR:FMLE:YEARS12+-EUR:FMLE:YEARS0-5    -0.1203500 -3.363e-01  0.095627
## EUR:FMLE:YEARS12+-EUR:FMLE:YEARS0-5    -0.0112000 -2.148e-01  0.192425
## SEAR:FMLE:YEARS12+-EUR:FMLE:YEARS0-5   -0.1818500 -3.654e-01  0.001695
## WPR:FMLE:YEARS12+-EUR:FMLE:YEARS0-5    -0.1780000 -3.816e-01  0.025625
## AFR:MLE:YEARS12+-EUR:FMLE:YEARS0-5     -0.0570813 -2.122e-01  0.098081
## AMR:MLE:YEARS12+-EUR:FMLE:YEARS0-5     -0.1116050 -3.276e-01  0.104372
## EMR:MLE:YEARS12+-EUR:FMLE:YEARS0-5             NA         NA        NA
## EUR:MLE:YEARS12+-EUR:FMLE:YEARS0-5      0.3408150  1.459e-01  0.535771
## SEAR:MLE:YEARS12+-EUR:FMLE:YEARS0-5     0.1512062 -3.234e-02  0.334752
## WPR:MLE:YEARS12+-EUR:FMLE:YEARS0-5      0.0519050 -2.175e-01  0.321276
## AFR:FMLE:YEARS6-11-EUR:FMLE:YEARS0-5   -0.1858381 -3.382e-01 -0.033524
## AMR:FMLE:YEARS6-11-EUR:FMLE:YEARS0-5   -0.1423778 -3.220e-01  0.037203
## EMR:FMLE:YEARS6-11-EUR:FMLE:YEARS0-5   -0.1158500 -3.318e-01  0.100127
## EUR:FMLE:YEARS6-11-EUR:FMLE:YEARS0-5   -0.0300000 -2.336e-01  0.173625
## SEAR:FMLE:YEARS6-11-EUR:FMLE:YEARS0-5  -0.1781000 -3.616e-01  0.005445
## WPR:FMLE:YEARS6-11-EUR:FMLE:YEARS0-5   -0.1698000 -3.734e-01  0.033825
## AFR:MLE:YEARS6-11-EUR:FMLE:YEARS0-5    -0.0273987 -1.826e-01  0.127764
## AMR:MLE:YEARS6-11-EUR:FMLE:YEARS0-5    -0.0657825 -2.818e-01  0.150195
## EMR:MLE:YEARS6-11-EUR:FMLE:YEARS0-5            NA         NA        NA
## EUR:MLE:YEARS6-11-EUR:FMLE:YEARS0-5     0.3361133  1.412e-01  0.531070
## SEAR:MLE:YEARS6-11-EUR:FMLE:YEARS0-5    0.2166322  3.705e-02  0.396213
## WPR:MLE:YEARS6-11-EUR:FMLE:YEARS0-5     0.1891200 -8.025e-02  0.458491
## WPR:FMLE:YEARS0-5-SEAR:FMLE:YEARS0-5   -0.0185750 -2.021e-01  0.164970
## AFR:MLE:YEARS0-5-SEAR:FMLE:YEARS0-5     0.1332611  5.585e-03  0.260937
## AMR:MLE:YEARS0-5-SEAR:FMLE:YEARS0-5     0.1782350 -1.892e-02  0.375394
## EMR:MLE:YEARS0-5-SEAR:FMLE:YEARS0-5            NA         NA        NA
## EUR:MLE:YEARS0-5-SEAR:FMLE:YEARS0-5     0.4984670  3.149e-01  0.682012
## SEAR:MLE:YEARS0-5-SEAR:FMLE:YEARS0-5    0.4728806  3.164e-01  0.629325
## WPR:MLE:YEARS0-5-SEAR:FMLE:YEARS0-5     0.4895900  2.351e-01  0.744122
## AFR:FMLE:YEARS12+-SEAR:FMLE:YEARS0-5   -0.0697798 -1.940e-01  0.054419
## AMR:FMLE:YEARS12+-SEAR:FMLE:YEARS0-5   -0.0253750 -1.818e-01  0.131069
## EMR:FMLE:YEARS12+-SEAR:FMLE:YEARS0-5   -0.0101250 -2.073e-01  0.187034
## EUR:FMLE:YEARS12+-SEAR:FMLE:YEARS0-5    0.0990250 -8.452e-02  0.282570
## SEAR:FMLE:YEARS12+-SEAR:FMLE:YEARS0-5  -0.0716250 -2.326e-01  0.089355
## WPR:FMLE:YEARS12+-SEAR:FMLE:YEARS0-5   -0.0677750 -2.513e-01  0.115770
## AFR:MLE:YEARS12+-SEAR:FMLE:YEARS0-5     0.0531437 -7.453e-02  0.180819
## AMR:MLE:YEARS12+-SEAR:FMLE:YEARS0-5    -0.0013800 -1.985e-01  0.195779
## EMR:MLE:YEARS12+-SEAR:FMLE:YEARS0-5            NA         NA        NA
## EUR:MLE:YEARS12+-SEAR:FMLE:YEARS0-5     0.4510400  2.772e-01  0.624918
## SEAR:MLE:YEARS12+-SEAR:FMLE:YEARS0-5    0.2614312  1.005e-01  0.422411
## WPR:MLE:YEARS12+-SEAR:FMLE:YEARS0-5     0.1621300 -9.240e-02  0.416662
## AFR:FMLE:YEARS6-11-SEAR:FMLE:YEARS0-5  -0.0756131 -1.998e-01  0.048586
## AMR:FMLE:YEARS6-11-SEAR:FMLE:YEARS0-5  -0.0321528 -1.886e-01  0.124292
## EMR:FMLE:YEARS6-11-SEAR:FMLE:YEARS0-5  -0.0056250 -2.028e-01  0.191534
## EUR:FMLE:YEARS6-11-SEAR:FMLE:YEARS0-5   0.0802250 -1.033e-01  0.263770
## SEAR:FMLE:YEARS6-11-SEAR:FMLE:YEARS0-5 -0.0678750 -2.289e-01  0.093105
## WPR:FMLE:YEARS6-11-SEAR:FMLE:YEARS0-5  -0.0595750 -2.431e-01  0.123970
## AFR:MLE:YEARS6-11-SEAR:FMLE:YEARS0-5    0.0828263 -4.485e-02  0.210502
## AMR:MLE:YEARS6-11-SEAR:FMLE:YEARS0-5    0.0444425 -1.527e-01  0.241602
## EMR:MLE:YEARS6-11-SEAR:FMLE:YEARS0-5           NA         NA        NA
## EUR:MLE:YEARS6-11-SEAR:FMLE:YEARS0-5    0.4463383  2.725e-01  0.620216
## SEAR:MLE:YEARS6-11-SEAR:FMLE:YEARS0-5   0.3268572  1.704e-01  0.483302
## WPR:MLE:YEARS6-11-SEAR:FMLE:YEARS0-5    0.2993450  4.481e-02  0.553877
## AFR:MLE:YEARS0-5-WPR:FMLE:YEARS0-5      0.1518361 -3.326e-03  0.306999
## AMR:MLE:YEARS0-5-WPR:FMLE:YEARS0-5      0.1968100 -1.917e-02  0.412787
## EMR:MLE:YEARS0-5-WPR:FMLE:YEARS0-5             NA         NA        NA
## EUR:MLE:YEARS0-5-WPR:FMLE:YEARS0-5      0.5170420  3.134e-01  0.720667
## SEAR:MLE:YEARS0-5-WPR:FMLE:YEARS0-5     0.4914556  3.119e-01  0.671036
## WPR:MLE:YEARS0-5-WPR:FMLE:YEARS0-5      0.5081650  2.388e-01  0.777536
## AFR:FMLE:YEARS12+-WPR:FMLE:YEARS0-5    -0.0512048 -2.035e-01  0.101110
## AMR:FMLE:YEARS12+-WPR:FMLE:YEARS0-5    -0.0068000 -1.864e-01  0.172781
## EMR:FMLE:YEARS12+-WPR:FMLE:YEARS0-5     0.0084500 -2.075e-01  0.224427
## EUR:FMLE:YEARS12+-WPR:FMLE:YEARS0-5     0.1176000 -8.603e-02  0.321225
## SEAR:FMLE:YEARS12+-WPR:FMLE:YEARS0-5   -0.0530500 -2.366e-01  0.130495
## WPR:FMLE:YEARS12+-WPR:FMLE:YEARS0-5    -0.0492000 -2.528e-01  0.154425
## AFR:MLE:YEARS12+-WPR:FMLE:YEARS0-5      0.0717187 -8.344e-02  0.226881
## AMR:MLE:YEARS12+-WPR:FMLE:YEARS0-5      0.0171950 -1.988e-01  0.233172
## EMR:MLE:YEARS12+-WPR:FMLE:YEARS0-5             NA         NA        NA
## EUR:MLE:YEARS12+-WPR:FMLE:YEARS0-5      0.4696150  2.747e-01  0.664571
## SEAR:MLE:YEARS12+-WPR:FMLE:YEARS0-5     0.2800063  9.646e-02  0.463552
## WPR:MLE:YEARS12+-WPR:FMLE:YEARS0-5      0.1807050 -8.867e-02  0.450076
## AFR:FMLE:YEARS6-11-WPR:FMLE:YEARS0-5   -0.0570381 -2.094e-01  0.095276
## AMR:FMLE:YEARS6-11-WPR:FMLE:YEARS0-5   -0.0135778 -1.932e-01  0.166003
## EMR:FMLE:YEARS6-11-WPR:FMLE:YEARS0-5    0.0129500 -2.030e-01  0.228927
## EUR:FMLE:YEARS6-11-WPR:FMLE:YEARS0-5    0.0988000 -1.048e-01  0.302425
## SEAR:FMLE:YEARS6-11-WPR:FMLE:YEARS0-5  -0.0493000 -2.328e-01  0.134245
## WPR:FMLE:YEARS6-11-WPR:FMLE:YEARS0-5   -0.0410000 -2.446e-01  0.162625
## AFR:MLE:YEARS6-11-WPR:FMLE:YEARS0-5     0.1014013 -5.376e-02  0.256564
## AMR:MLE:YEARS6-11-WPR:FMLE:YEARS0-5     0.0630175 -1.530e-01  0.278995
## EMR:MLE:YEARS6-11-WPR:FMLE:YEARS0-5            NA         NA        NA
## EUR:MLE:YEARS6-11-WPR:FMLE:YEARS0-5     0.4649133  2.700e-01  0.659870
## SEAR:MLE:YEARS6-11-WPR:FMLE:YEARS0-5    0.3454322  1.659e-01  0.525013
## WPR:MLE:YEARS6-11-WPR:FMLE:YEARS0-5     0.3179200  4.855e-02  0.587291
## AMR:MLE:YEARS0-5-AFR:MLE:YEARS0-5       0.0449739 -1.261e-01  0.216025
## EMR:MLE:YEARS0-5-AFR:MLE:YEARS0-5              NA         NA        NA
## EUR:MLE:YEARS0-5-AFR:MLE:YEARS0-5       0.3652059  2.100e-01  0.520368
## SEAR:MLE:YEARS0-5-AFR:MLE:YEARS0-5      0.3396194  2.177e-01  0.461527
## WPR:MLE:YEARS0-5-AFR:MLE:YEARS0-5       0.3563289  1.214e-01  0.591218
## AFR:FMLE:YEARS12+-AFR:MLE:YEARS0-5     -0.2030409 -2.793e-01 -0.126805
## AMR:FMLE:YEARS12+-AFR:MLE:YEARS0-5     -0.1586361 -2.805e-01 -0.036729
## EMR:FMLE:YEARS12+-AFR:MLE:YEARS0-5     -0.1433861 -3.144e-01  0.027665
## EUR:FMLE:YEARS12+-AFR:MLE:YEARS0-5     -0.0342361 -1.894e-01  0.120926
## SEAR:FMLE:YEARS12+-AFR:MLE:YEARS0-5    -0.2048861 -3.326e-01 -0.077210
## WPR:FMLE:YEARS12+-AFR:MLE:YEARS0-5     -0.2010361 -3.562e-01 -0.045874
## AFR:MLE:YEARS12+-AFR:MLE:YEARS0-5      -0.0801174 -1.619e-01  0.001660
## AMR:MLE:YEARS12+-AFR:MLE:YEARS0-5      -0.1346411 -3.057e-01  0.036410
## EMR:MLE:YEARS12+-AFR:MLE:YEARS0-5              NA         NA        NA
## EUR:MLE:YEARS12+-AFR:MLE:YEARS0-5       0.3177789  1.742e-01  0.461376
## SEAR:MLE:YEARS12+-AFR:MLE:YEARS0-5      0.1281701  4.945e-04  0.255846
## WPR:MLE:YEARS12+-AFR:MLE:YEARS0-5       0.0288689 -2.060e-01  0.263758
## AFR:FMLE:YEARS6-11-AFR:MLE:YEARS0-5    -0.2088742 -2.851e-01 -0.132639
## AMR:FMLE:YEARS6-11-AFR:MLE:YEARS0-5    -0.1654139 -2.873e-01 -0.043507
## EMR:FMLE:YEARS6-11-AFR:MLE:YEARS0-5    -0.1388861 -3.099e-01  0.032165
## EUR:FMLE:YEARS6-11-AFR:MLE:YEARS0-5    -0.0530361 -2.082e-01  0.102126
## SEAR:FMLE:YEARS6-11-AFR:MLE:YEARS0-5   -0.2011361 -3.288e-01 -0.073460
## WPR:FMLE:YEARS6-11-AFR:MLE:YEARS0-5    -0.1928361 -3.480e-01 -0.037674
## AFR:MLE:YEARS6-11-AFR:MLE:YEARS0-5     -0.0504348 -1.322e-01  0.031343
## AMR:MLE:YEARS6-11-AFR:MLE:YEARS0-5     -0.0888186 -2.599e-01  0.082232
## EMR:MLE:YEARS6-11-AFR:MLE:YEARS0-5             NA         NA        NA
## EUR:MLE:YEARS6-11-AFR:MLE:YEARS0-5      0.3130772  1.695e-01  0.456674
## SEAR:MLE:YEARS6-11-AFR:MLE:YEARS0-5     0.1935961  7.169e-02  0.315503
## WPR:MLE:YEARS6-11-AFR:MLE:YEARS0-5      0.1660839 -6.881e-02  0.400973
## EMR:MLE:YEARS0-5-AMR:MLE:YEARS0-5              NA         NA        NA
## EUR:MLE:YEARS0-5-AMR:MLE:YEARS0-5       0.3202320  1.043e-01  0.536209
## SEAR:MLE:YEARS0-5-AMR:MLE:YEARS0-5      0.2946456  1.012e-01  0.488119
## WPR:MLE:YEARS0-5-AMR:MLE:YEARS0-5       0.3113550  3.253e-02  0.590180
## AFR:FMLE:YEARS12+-AMR:MLE:YEARS0-5     -0.2480148 -4.165e-01 -0.079543
## AMR:FMLE:YEARS12+-AMR:MLE:YEARS0-5     -0.2036100 -3.971e-01 -0.010136
## EMR:FMLE:YEARS12+-AMR:MLE:YEARS0-5     -0.1883600 -4.160e-01  0.039300
## EUR:FMLE:YEARS12+-AMR:MLE:YEARS0-5     -0.0792100 -2.952e-01  0.136767
## SEAR:FMLE:YEARS12+-AMR:MLE:YEARS0-5    -0.2498600 -4.470e-01 -0.052701
## WPR:FMLE:YEARS12+-AMR:MLE:YEARS0-5     -0.2460100 -4.620e-01 -0.030033
## AFR:MLE:YEARS12+-AMR:MLE:YEARS0-5      -0.1250913 -2.961e-01  0.045959
## AMR:MLE:YEARS12+-AMR:MLE:YEARS0-5      -0.1796150 -4.073e-01  0.048045
## EMR:MLE:YEARS12+-AMR:MLE:YEARS0-5              NA         NA        NA
## EUR:MLE:YEARS12+-AMR:MLE:YEARS0-5       0.2728050  6.498e-02  0.480629
## SEAR:MLE:YEARS12+-AMR:MLE:YEARS0-5      0.0831962 -1.140e-01  0.280356
## WPR:MLE:YEARS12+-AMR:MLE:YEARS0-5      -0.0161050 -2.949e-01  0.262720
## AFR:FMLE:YEARS6-11-AMR:MLE:YEARS0-5    -0.2538481 -4.223e-01 -0.085377
## AMR:FMLE:YEARS6-11-AMR:MLE:YEARS0-5    -0.2103878 -4.039e-01 -0.016914
## EMR:FMLE:YEARS6-11-AMR:MLE:YEARS0-5    -0.1838600 -4.115e-01  0.043800
## EUR:FMLE:YEARS6-11-AMR:MLE:YEARS0-5    -0.0980100 -3.140e-01  0.117967
## SEAR:FMLE:YEARS6-11-AMR:MLE:YEARS0-5   -0.2461100 -4.433e-01 -0.048951
## WPR:FMLE:YEARS6-11-AMR:MLE:YEARS0-5    -0.2378100 -4.538e-01 -0.021833
## AFR:MLE:YEARS6-11-AMR:MLE:YEARS0-5     -0.0954087 -2.665e-01  0.075642
## AMR:MLE:YEARS6-11-AMR:MLE:YEARS0-5     -0.1337925 -3.615e-01  0.093867
## EMR:MLE:YEARS6-11-AMR:MLE:YEARS0-5             NA         NA        NA
## EUR:MLE:YEARS6-11-AMR:MLE:YEARS0-5      0.2681033  6.028e-02  0.475927
## SEAR:MLE:YEARS6-11-AMR:MLE:YEARS0-5     0.1486222 -4.485e-02  0.342096
## WPR:MLE:YEARS6-11-AMR:MLE:YEARS0-5      0.1211100 -1.577e-01  0.399935
## EUR:MLE:YEARS0-5-EMR:MLE:YEARS0-5              NA         NA        NA
## SEAR:MLE:YEARS0-5-EMR:MLE:YEARS0-5             NA         NA        NA
## WPR:MLE:YEARS0-5-EMR:MLE:YEARS0-5              NA         NA        NA
## AFR:FMLE:YEARS12+-EMR:MLE:YEARS0-5             NA         NA        NA
## AMR:FMLE:YEARS12+-EMR:MLE:YEARS0-5             NA         NA        NA
## EMR:FMLE:YEARS12+-EMR:MLE:YEARS0-5             NA         NA        NA
## EUR:FMLE:YEARS12+-EMR:MLE:YEARS0-5             NA         NA        NA
## SEAR:FMLE:YEARS12+-EMR:MLE:YEARS0-5            NA         NA        NA
## WPR:FMLE:YEARS12+-EMR:MLE:YEARS0-5             NA         NA        NA
## AFR:MLE:YEARS12+-EMR:MLE:YEARS0-5              NA         NA        NA
## AMR:MLE:YEARS12+-EMR:MLE:YEARS0-5              NA         NA        NA
## EMR:MLE:YEARS12+-EMR:MLE:YEARS0-5              NA         NA        NA
## EUR:MLE:YEARS12+-EMR:MLE:YEARS0-5              NA         NA        NA
## SEAR:MLE:YEARS12+-EMR:MLE:YEARS0-5             NA         NA        NA
## WPR:MLE:YEARS12+-EMR:MLE:YEARS0-5              NA         NA        NA
## AFR:FMLE:YEARS6-11-EMR:MLE:YEARS0-5            NA         NA        NA
## AMR:FMLE:YEARS6-11-EMR:MLE:YEARS0-5            NA         NA        NA
## EMR:FMLE:YEARS6-11-EMR:MLE:YEARS0-5            NA         NA        NA
## EUR:FMLE:YEARS6-11-EMR:MLE:YEARS0-5            NA         NA        NA
## SEAR:FMLE:YEARS6-11-EMR:MLE:YEARS0-5           NA         NA        NA
## WPR:FMLE:YEARS6-11-EMR:MLE:YEARS0-5            NA         NA        NA
## AFR:MLE:YEARS6-11-EMR:MLE:YEARS0-5             NA         NA        NA
## AMR:MLE:YEARS6-11-EMR:MLE:YEARS0-5             NA         NA        NA
## EMR:MLE:YEARS6-11-EMR:MLE:YEARS0-5             NA         NA        NA
## EUR:MLE:YEARS6-11-EMR:MLE:YEARS0-5             NA         NA        NA
## SEAR:MLE:YEARS6-11-EMR:MLE:YEARS0-5            NA         NA        NA
## WPR:MLE:YEARS6-11-EMR:MLE:YEARS0-5             NA         NA        NA
## SEAR:MLE:YEARS0-5-EUR:MLE:YEARS0-5     -0.0255864 -2.052e-01  0.153994
## WPR:MLE:YEARS0-5-EUR:MLE:YEARS0-5      -0.0088770 -2.782e-01  0.260494
## AFR:FMLE:YEARS12+-EUR:MLE:YEARS0-5     -0.5682468 -7.206e-01 -0.415932
## AMR:FMLE:YEARS12+-EUR:MLE:YEARS0-5     -0.5238420 -7.034e-01 -0.344261
## EMR:FMLE:YEARS12+-EUR:MLE:YEARS0-5     -0.5085920 -7.246e-01 -0.292615
## EUR:FMLE:YEARS12+-EUR:MLE:YEARS0-5     -0.3994420 -6.031e-01 -0.195817
## SEAR:FMLE:YEARS12+-EUR:MLE:YEARS0-5    -0.5700920 -7.536e-01 -0.386547
## WPR:FMLE:YEARS12+-EUR:MLE:YEARS0-5     -0.5662420 -7.699e-01 -0.362617
## AFR:MLE:YEARS12+-EUR:MLE:YEARS0-5      -0.4453233 -6.005e-01 -0.290161
## AMR:MLE:YEARS12+-EUR:MLE:YEARS0-5      -0.4998470 -7.158e-01 -0.283870
## EMR:MLE:YEARS12+-EUR:MLE:YEARS0-5              NA         NA        NA
## EUR:MLE:YEARS12+-EUR:MLE:YEARS0-5      -0.0474270 -2.424e-01  0.147529
## SEAR:MLE:YEARS12+-EUR:MLE:YEARS0-5     -0.2370358 -4.206e-01 -0.053490
## WPR:MLE:YEARS12+-EUR:MLE:YEARS0-5      -0.3363370 -6.057e-01 -0.066966
## AFR:FMLE:YEARS6-11-EUR:MLE:YEARS0-5    -0.5740801 -7.264e-01 -0.421766
## AMR:FMLE:YEARS6-11-EUR:MLE:YEARS0-5    -0.5306198 -7.102e-01 -0.351039
## EMR:FMLE:YEARS6-11-EUR:MLE:YEARS0-5    -0.5040920 -7.201e-01 -0.288115
## EUR:FMLE:YEARS6-11-EUR:MLE:YEARS0-5    -0.4182420 -6.219e-01 -0.214617
## SEAR:FMLE:YEARS6-11-EUR:MLE:YEARS0-5   -0.5663420 -7.499e-01 -0.382797
## WPR:FMLE:YEARS6-11-EUR:MLE:YEARS0-5    -0.5580420 -7.617e-01 -0.354417
## AFR:MLE:YEARS6-11-EUR:MLE:YEARS0-5     -0.4156407 -5.708e-01 -0.260478
## AMR:MLE:YEARS6-11-EUR:MLE:YEARS0-5     -0.4540245 -6.700e-01 -0.238047
## EMR:MLE:YEARS6-11-EUR:MLE:YEARS0-5             NA         NA        NA
## EUR:MLE:YEARS6-11-EUR:MLE:YEARS0-5     -0.0521287 -2.471e-01  0.142828
## SEAR:MLE:YEARS6-11-EUR:MLE:YEARS0-5    -0.1716098 -3.512e-01  0.007971
## WPR:MLE:YEARS6-11-EUR:MLE:YEARS0-5     -0.1991220 -4.685e-01  0.070249
## WPR:MLE:YEARS0-5-SEAR:MLE:YEARS0-5      0.0167094 -2.350e-01  0.268397
## AFR:FMLE:YEARS12+-SEAR:MLE:YEARS0-5    -0.5426603 -6.609e-01 -0.424400
## AMR:FMLE:YEARS12+-SEAR:MLE:YEARS0-5    -0.4982556 -6.500e-01 -0.346482
## EMR:FMLE:YEARS12+-SEAR:MLE:YEARS0-5    -0.4830056 -6.765e-01 -0.289532
## EUR:FMLE:YEARS12+-SEAR:MLE:YEARS0-5    -0.3738556 -5.534e-01 -0.194275
## SEAR:FMLE:YEARS12+-SEAR:MLE:YEARS0-5   -0.5445056 -7.009e-01 -0.388061
## WPR:FMLE:YEARS12+-SEAR:MLE:YEARS0-5    -0.5406556 -7.202e-01 -0.361075
## AFR:MLE:YEARS12+-SEAR:MLE:YEARS0-5     -0.4197368 -5.416e-01 -0.297830
## AMR:MLE:YEARS12+-SEAR:MLE:YEARS0-5     -0.4742606 -6.677e-01 -0.280787
## EMR:MLE:YEARS12+-SEAR:MLE:YEARS0-5             NA         NA        NA
## EUR:MLE:YEARS12+-SEAR:MLE:YEARS0-5     -0.0218406 -1.915e-01  0.147847
## SEAR:MLE:YEARS12+-SEAR:MLE:YEARS0-5    -0.2114493 -3.679e-01 -0.055005
## WPR:MLE:YEARS12+-SEAR:MLE:YEARS0-5     -0.3107506 -5.624e-01 -0.059063
## AFR:FMLE:YEARS6-11-SEAR:MLE:YEARS0-5   -0.5484937 -6.668e-01 -0.430233
## AMR:FMLE:YEARS6-11-SEAR:MLE:YEARS0-5   -0.5050333 -6.568e-01 -0.353260
## EMR:FMLE:YEARS6-11-SEAR:MLE:YEARS0-5   -0.4785056 -6.720e-01 -0.285032
## EUR:FMLE:YEARS6-11-SEAR:MLE:YEARS0-5   -0.3926556 -5.722e-01 -0.213075
## SEAR:FMLE:YEARS6-11-SEAR:MLE:YEARS0-5  -0.5407556 -6.972e-01 -0.384311
## WPR:FMLE:YEARS6-11-SEAR:MLE:YEARS0-5   -0.5324556 -7.120e-01 -0.352875
## AFR:MLE:YEARS6-11-SEAR:MLE:YEARS0-5    -0.3900543 -5.120e-01 -0.268147
## AMR:MLE:YEARS6-11-SEAR:MLE:YEARS0-5    -0.4284381 -6.219e-01 -0.234964
## EMR:MLE:YEARS6-11-SEAR:MLE:YEARS0-5            NA         NA        NA
## EUR:MLE:YEARS6-11-SEAR:MLE:YEARS0-5    -0.0265422 -1.962e-01  0.143145
## SEAR:MLE:YEARS6-11-SEAR:MLE:YEARS0-5   -0.1460233 -2.978e-01  0.005750
## WPR:MLE:YEARS6-11-SEAR:MLE:YEARS0-5    -0.1735356 -4.252e-01  0.078152
## AFR:FMLE:YEARS12+-WPR:MLE:YEARS0-5     -0.5593698 -7.924e-01 -0.326352
## AMR:FMLE:YEARS12+-WPR:MLE:YEARS0-5     -0.5149650 -7.667e-01 -0.263277
## EMR:FMLE:YEARS12+-WPR:MLE:YEARS0-5     -0.4997150 -7.785e-01 -0.220890
## EUR:FMLE:YEARS12+-WPR:MLE:YEARS0-5     -0.3905650 -6.599e-01 -0.121194
## SEAR:FMLE:YEARS12+-WPR:MLE:YEARS0-5    -0.5612150 -8.157e-01 -0.306683
## WPR:FMLE:YEARS12+-WPR:MLE:YEARS0-5     -0.5573650 -8.267e-01 -0.287994
## AFR:MLE:YEARS12+-WPR:MLE:YEARS0-5      -0.4364463 -6.713e-01 -0.201557
## AMR:MLE:YEARS12+-WPR:MLE:YEARS0-5      -0.4909700 -7.698e-01 -0.212145
## EMR:MLE:YEARS12+-WPR:MLE:YEARS0-5              NA         NA        NA
## EUR:MLE:YEARS12+-WPR:MLE:YEARS0-5      -0.0385500 -3.014e-01  0.224329
## SEAR:MLE:YEARS12+-WPR:MLE:YEARS0-5     -0.2281588 -4.827e-01  0.026373
## WPR:MLE:YEARS12+-WPR:MLE:YEARS0-5      -0.3274600 -6.494e-01 -0.005500
## AFR:FMLE:YEARS6-11-WPR:MLE:YEARS0-5    -0.5652031 -7.982e-01 -0.332186
## AMR:FMLE:YEARS6-11-WPR:MLE:YEARS0-5    -0.5217428 -7.734e-01 -0.270055
## EMR:FMLE:YEARS6-11-WPR:MLE:YEARS0-5    -0.4952150 -7.740e-01 -0.216390
## EUR:FMLE:YEARS6-11-WPR:MLE:YEARS0-5    -0.4093650 -6.787e-01 -0.139994
## SEAR:FMLE:YEARS6-11-WPR:MLE:YEARS0-5   -0.5574650 -8.120e-01 -0.302933
## WPR:FMLE:YEARS6-11-WPR:MLE:YEARS0-5    -0.5491650 -8.185e-01 -0.279794
## AFR:MLE:YEARS6-11-WPR:MLE:YEARS0-5     -0.4067637 -6.417e-01 -0.171875
## AMR:MLE:YEARS6-11-WPR:MLE:YEARS0-5     -0.4451475 -7.240e-01 -0.166322
## EMR:MLE:YEARS6-11-WPR:MLE:YEARS0-5             NA         NA        NA
## EUR:MLE:YEARS6-11-WPR:MLE:YEARS0-5     -0.0432517 -3.061e-01  0.219627
## SEAR:MLE:YEARS6-11-WPR:MLE:YEARS0-5    -0.1627328 -4.144e-01  0.088955
## WPR:MLE:YEARS6-11-WPR:MLE:YEARS0-5     -0.1902450 -5.122e-01  0.131715
## AMR:FMLE:YEARS12+-AFR:FMLE:YEARS12+     0.0444048 -7.386e-02  0.162666
## EMR:FMLE:YEARS12+-AFR:FMLE:YEARS12+     0.0596548 -1.088e-01  0.228126
## EUR:FMLE:YEARS12+-AFR:FMLE:YEARS12+     0.1688048  1.649e-02  0.321119
## SEAR:FMLE:YEARS12+-AFR:FMLE:YEARS12+   -0.0018452 -1.260e-01  0.122353
## WPR:FMLE:YEARS12+-AFR:FMLE:YEARS12+     0.0020048 -1.503e-01  0.154319
## AFR:MLE:YEARS12+-AFR:FMLE:YEARS12+      0.1229235  4.669e-02  0.199159
## AMR:MLE:YEARS12+-AFR:FMLE:YEARS12+      0.0683998 -1.001e-01  0.236871
## EMR:MLE:YEARS12+-AFR:FMLE:YEARS12+             NA         NA        NA
## EUR:MLE:YEARS12+-AFR:FMLE:YEARS12+      0.5208198  3.803e-01  0.661335
## SEAR:MLE:YEARS12+-AFR:FMLE:YEARS12+     0.3312110  2.070e-01  0.455410
## WPR:MLE:YEARS12+-AFR:FMLE:YEARS12+      0.2319098 -1.108e-03  0.464927
## AFR:FMLE:YEARS6-11-AFR:FMLE:YEARS12+   -0.0058333 -7.609e-02  0.064424
## AMR:FMLE:YEARS6-11-AFR:FMLE:YEARS12+    0.0376270 -8.063e-02  0.155888
## EMR:FMLE:YEARS6-11-AFR:FMLE:YEARS12+    0.0641548 -1.043e-01  0.232626
## EUR:FMLE:YEARS6-11-AFR:FMLE:YEARS12+    0.1500048 -2.310e-03  0.302319
## SEAR:FMLE:YEARS6-11-AFR:FMLE:YEARS12+   0.0019048 -1.223e-01  0.126103
## WPR:FMLE:YEARS6-11-AFR:FMLE:YEARS12+    0.0102048 -1.421e-01  0.162519
## AFR:MLE:YEARS6-11-AFR:FMLE:YEARS12+     0.1526061  7.637e-02  0.228842
## AMR:MLE:YEARS6-11-AFR:FMLE:YEARS12+     0.1142223 -5.425e-02  0.282694
## EMR:MLE:YEARS6-11-AFR:FMLE:YEARS12+            NA         NA        NA
## EUR:MLE:YEARS6-11-AFR:FMLE:YEARS12+     0.5161181  3.756e-01  0.656633
## SEAR:MLE:YEARS6-11-AFR:FMLE:YEARS12+    0.3966370  2.784e-01  0.514898
## WPR:MLE:YEARS6-11-AFR:FMLE:YEARS12+     0.3691248  1.361e-01  0.602142
## EMR:FMLE:YEARS12+-AMR:FMLE:YEARS12+     0.0152500 -1.782e-01  0.208724
## EUR:FMLE:YEARS12+-AMR:FMLE:YEARS12+     0.1244000 -5.518e-02  0.303981
## SEAR:FMLE:YEARS12+-AMR:FMLE:YEARS12+   -0.0462500 -2.027e-01  0.110194
## WPR:FMLE:YEARS12+-AMR:FMLE:YEARS12+    -0.0424000 -2.220e-01  0.137181
## AFR:MLE:YEARS12+-AMR:FMLE:YEARS12+      0.0785187 -4.339e-02  0.200426
## AMR:MLE:YEARS12+-AMR:FMLE:YEARS12+      0.0239950 -1.695e-01  0.217469
## EMR:MLE:YEARS12+-AMR:FMLE:YEARS12+             NA         NA        NA
## EUR:MLE:YEARS12+-AMR:FMLE:YEARS12+      0.4764150  3.067e-01  0.646103
## SEAR:MLE:YEARS12+-AMR:FMLE:YEARS12+     0.2868062  1.304e-01  0.443251
## WPR:MLE:YEARS12+-AMR:FMLE:YEARS12+      0.1875050 -6.418e-02  0.439193
## AFR:FMLE:YEARS6-11-AMR:FMLE:YEARS12+   -0.0502381 -1.685e-01  0.068023
## AMR:FMLE:YEARS6-11-AMR:FMLE:YEARS12+   -0.0067778 -1.586e-01  0.144996
## EMR:FMLE:YEARS6-11-AMR:FMLE:YEARS12+    0.0197500 -1.737e-01  0.213224
## EUR:FMLE:YEARS6-11-AMR:FMLE:YEARS12+    0.1056000 -7.398e-02  0.285181
## SEAR:FMLE:YEARS6-11-AMR:FMLE:YEARS12+  -0.0425000 -1.989e-01  0.113944
## WPR:FMLE:YEARS6-11-AMR:FMLE:YEARS12+   -0.0342000 -2.138e-01  0.145381
## AFR:MLE:YEARS6-11-AMR:FMLE:YEARS12+     0.1082013 -1.371e-02  0.230109
## AMR:MLE:YEARS6-11-AMR:FMLE:YEARS12+     0.0698175 -1.237e-01  0.263291
## EMR:MLE:YEARS6-11-AMR:FMLE:YEARS12+            NA         NA        NA
## EUR:MLE:YEARS6-11-AMR:FMLE:YEARS12+     0.4717133  3.020e-01  0.641401
## SEAR:MLE:YEARS6-11-AMR:FMLE:YEARS12+    0.3522322  2.005e-01  0.504006
## WPR:MLE:YEARS6-11-AMR:FMLE:YEARS12+     0.3247200  7.303e-02  0.576408
## EUR:FMLE:YEARS12+-EMR:FMLE:YEARS12+     0.1091500 -1.068e-01  0.325127
## SEAR:FMLE:YEARS12+-EMR:FMLE:YEARS12+   -0.0615000 -2.587e-01  0.135659
## WPR:FMLE:YEARS12+-EMR:FMLE:YEARS12+    -0.0576500 -2.736e-01  0.158327
## AFR:MLE:YEARS12+-EMR:FMLE:YEARS12+      0.0632687 -1.078e-01  0.234319
## AMR:MLE:YEARS12+-EMR:FMLE:YEARS12+      0.0087450 -2.189e-01  0.236405
## EMR:MLE:YEARS12+-EMR:FMLE:YEARS12+             NA         NA        NA
## EUR:MLE:YEARS12+-EMR:FMLE:YEARS12+      0.4611650  2.533e-01  0.668989
## SEAR:MLE:YEARS12+-EMR:FMLE:YEARS12+     0.2715562  7.440e-02  0.468716
## WPR:MLE:YEARS12+-EMR:FMLE:YEARS12+      0.1722550 -1.066e-01  0.451080
## AFR:FMLE:YEARS6-11-EMR:FMLE:YEARS12+   -0.0654881 -2.340e-01  0.102983
## AMR:FMLE:YEARS6-11-EMR:FMLE:YEARS12+   -0.0220278 -2.155e-01  0.171446
## EMR:FMLE:YEARS6-11-EMR:FMLE:YEARS12+    0.0045000 -2.232e-01  0.232160
## EUR:FMLE:YEARS6-11-EMR:FMLE:YEARS12+    0.0903500 -1.256e-01  0.306327
## SEAR:FMLE:YEARS6-11-EMR:FMLE:YEARS12+  -0.0577500 -2.549e-01  0.139409
## WPR:FMLE:YEARS6-11-EMR:FMLE:YEARS12+   -0.0494500 -2.654e-01  0.166527
## AFR:MLE:YEARS6-11-EMR:FMLE:YEARS12+     0.0929513 -7.810e-02  0.264002
## AMR:MLE:YEARS6-11-EMR:FMLE:YEARS12+     0.0545675 -1.731e-01  0.282227
## EMR:MLE:YEARS6-11-EMR:FMLE:YEARS12+            NA         NA        NA
## EUR:MLE:YEARS6-11-EMR:FMLE:YEARS12+     0.4564633  2.486e-01  0.664287
## SEAR:MLE:YEARS6-11-EMR:FMLE:YEARS12+    0.3369822  1.435e-01  0.530456
## WPR:MLE:YEARS6-11-EMR:FMLE:YEARS12+     0.3094700  3.064e-02  0.588295
## SEAR:FMLE:YEARS12+-EUR:FMLE:YEARS12+   -0.1706500 -3.542e-01  0.012895
## WPR:FMLE:YEARS12+-EUR:FMLE:YEARS12+    -0.1668000 -3.704e-01  0.036825
## AFR:MLE:YEARS12+-EUR:FMLE:YEARS12+     -0.0458813 -2.010e-01  0.109281
## AMR:MLE:YEARS12+-EUR:FMLE:YEARS12+     -0.1004050 -3.164e-01  0.115572
## EMR:MLE:YEARS12+-EUR:FMLE:YEARS12+             NA         NA        NA
## EUR:MLE:YEARS12+-EUR:FMLE:YEARS12+      0.3520150  1.571e-01  0.546971
## SEAR:MLE:YEARS12+-EUR:FMLE:YEARS12+     0.1624062 -2.114e-02  0.345952
## WPR:MLE:YEARS12+-EUR:FMLE:YEARS12+      0.0631050 -2.063e-01  0.332476
## AFR:FMLE:YEARS6-11-EUR:FMLE:YEARS12+   -0.1746381 -3.270e-01 -0.022324
## AMR:FMLE:YEARS6-11-EUR:FMLE:YEARS12+   -0.1311778 -3.108e-01  0.048403
## EMR:FMLE:YEARS6-11-EUR:FMLE:YEARS12+   -0.1046500 -3.206e-01  0.111327
## EUR:FMLE:YEARS6-11-EUR:FMLE:YEARS12+   -0.0188000 -2.224e-01  0.184825
## SEAR:FMLE:YEARS6-11-EUR:FMLE:YEARS12+  -0.1669000 -3.504e-01  0.016645
## WPR:FMLE:YEARS6-11-EUR:FMLE:YEARS12+   -0.1586000 -3.622e-01  0.045025
## AFR:MLE:YEARS6-11-EUR:FMLE:YEARS12+    -0.0161987 -1.714e-01  0.138964
## AMR:MLE:YEARS6-11-EUR:FMLE:YEARS12+    -0.0545825 -2.706e-01  0.161395
## EMR:MLE:YEARS6-11-EUR:FMLE:YEARS12+            NA         NA        NA
## EUR:MLE:YEARS6-11-EUR:FMLE:YEARS12+     0.3473133  1.524e-01  0.542270
## SEAR:MLE:YEARS6-11-EUR:FMLE:YEARS12+    0.2278322  4.825e-02  0.407413
## WPR:MLE:YEARS6-11-EUR:FMLE:YEARS12+     0.2003200 -6.905e-02  0.469691
## WPR:FMLE:YEARS12+-SEAR:FMLE:YEARS12+    0.0038500 -1.797e-01  0.187395
## AFR:MLE:YEARS12+-SEAR:FMLE:YEARS12+     0.1247687 -2.907e-03  0.252444
## AMR:MLE:YEARS12+-SEAR:FMLE:YEARS12+     0.0702450 -1.269e-01  0.267404
## EMR:MLE:YEARS12+-SEAR:FMLE:YEARS12+            NA         NA        NA
## EUR:MLE:YEARS12+-SEAR:FMLE:YEARS12+     0.5226650  3.488e-01  0.696543
## SEAR:MLE:YEARS12+-SEAR:FMLE:YEARS12+    0.3330562  1.721e-01  0.494036
## WPR:MLE:YEARS12+-SEAR:FMLE:YEARS12+     0.2337550 -2.078e-02  0.488287
## AFR:FMLE:YEARS6-11-SEAR:FMLE:YEARS12+  -0.0039881 -1.282e-01  0.120211
## AMR:FMLE:YEARS6-11-SEAR:FMLE:YEARS12+   0.0394722 -1.170e-01  0.195917
## EMR:FMLE:YEARS6-11-SEAR:FMLE:YEARS12+   0.0660000 -1.312e-01  0.263159
## EUR:FMLE:YEARS6-11-SEAR:FMLE:YEARS12+   0.1518500 -3.170e-02  0.335395
## SEAR:FMLE:YEARS6-11-SEAR:FMLE:YEARS12+  0.0037500 -1.572e-01  0.164730
## WPR:FMLE:YEARS6-11-SEAR:FMLE:YEARS12+   0.0120500 -1.715e-01  0.195595
## AFR:MLE:YEARS6-11-SEAR:FMLE:YEARS12+    0.1544513  2.678e-02  0.282127
## AMR:MLE:YEARS6-11-SEAR:FMLE:YEARS12+    0.1160675 -8.109e-02  0.313227
## EMR:MLE:YEARS6-11-SEAR:FMLE:YEARS12+           NA         NA        NA
## EUR:MLE:YEARS6-11-SEAR:FMLE:YEARS12+    0.5179633  3.441e-01  0.691841
## SEAR:MLE:YEARS6-11-SEAR:FMLE:YEARS12+   0.3984822  2.420e-01  0.554927
## WPR:MLE:YEARS6-11-SEAR:FMLE:YEARS12+    0.3709700  1.164e-01  0.625502
## AFR:MLE:YEARS12+-WPR:FMLE:YEARS12+      0.1209187 -3.424e-02  0.276081
## AMR:MLE:YEARS12+-WPR:FMLE:YEARS12+      0.0663950 -1.496e-01  0.282372
## EMR:MLE:YEARS12+-WPR:FMLE:YEARS12+             NA         NA        NA
## EUR:MLE:YEARS12+-WPR:FMLE:YEARS12+      0.5188150  3.239e-01  0.713771
## SEAR:MLE:YEARS12+-WPR:FMLE:YEARS12+     0.3292063  1.457e-01  0.512752
## WPR:MLE:YEARS12+-WPR:FMLE:YEARS12+      0.2299050 -3.947e-02  0.499276
## AFR:FMLE:YEARS6-11-WPR:FMLE:YEARS12+   -0.0078381 -1.602e-01  0.144476
## AMR:FMLE:YEARS6-11-WPR:FMLE:YEARS12+    0.0356222 -1.440e-01  0.215203
## EMR:FMLE:YEARS6-11-WPR:FMLE:YEARS12+    0.0621500 -1.538e-01  0.278127
## EUR:FMLE:YEARS6-11-WPR:FMLE:YEARS12+    0.1480000 -5.563e-02  0.351625
## SEAR:FMLE:YEARS6-11-WPR:FMLE:YEARS12+  -0.0001000 -1.836e-01  0.183445
## WPR:FMLE:YEARS6-11-WPR:FMLE:YEARS12+    0.0082000 -1.954e-01  0.211825
## AFR:MLE:YEARS6-11-WPR:FMLE:YEARS12+     0.1506013 -4.561e-03  0.305764
## AMR:MLE:YEARS6-11-WPR:FMLE:YEARS12+     0.1122175 -1.038e-01  0.328195
## EMR:MLE:YEARS6-11-WPR:FMLE:YEARS12+            NA         NA        NA
## EUR:MLE:YEARS6-11-WPR:FMLE:YEARS12+     0.5141133  3.192e-01  0.709070
## SEAR:MLE:YEARS6-11-WPR:FMLE:YEARS12+    0.3946322  2.151e-01  0.574213
## WPR:MLE:YEARS6-11-WPR:FMLE:YEARS12+     0.3671200  9.775e-02  0.636491
## AMR:MLE:YEARS12+-AFR:MLE:YEARS12+      -0.0545237 -2.256e-01  0.116527
## EMR:MLE:YEARS12+-AFR:MLE:YEARS12+              NA         NA        NA
## EUR:MLE:YEARS12+-AFR:MLE:YEARS12+       0.3978963  2.543e-01  0.541493
## SEAR:MLE:YEARS12+-AFR:MLE:YEARS12+      0.2082875  8.061e-02  0.335963
## WPR:MLE:YEARS12+-AFR:MLE:YEARS12+       0.1089863 -1.259e-01  0.343875
## AFR:FMLE:YEARS6-11-AFR:MLE:YEARS12+    -0.1287568 -2.050e-01 -0.052521
## AMR:FMLE:YEARS6-11-AFR:MLE:YEARS12+    -0.0852965 -2.072e-01  0.036611
## EMR:FMLE:YEARS6-11-AFR:MLE:YEARS12+    -0.0587687 -2.298e-01  0.112282
## EUR:FMLE:YEARS6-11-AFR:MLE:YEARS12+     0.0270813 -1.281e-01  0.182244
## SEAR:FMLE:YEARS6-11-AFR:MLE:YEARS12+   -0.1210187 -2.487e-01  0.006657
## WPR:FMLE:YEARS6-11-AFR:MLE:YEARS12+    -0.1127187 -2.679e-01  0.042444
## AFR:MLE:YEARS6-11-AFR:MLE:YEARS12+      0.0296826 -5.210e-02  0.111460
## AMR:MLE:YEARS6-11-AFR:MLE:YEARS12+     -0.0087012 -1.798e-01  0.162349
## EMR:MLE:YEARS6-11-AFR:MLE:YEARS12+             NA         NA        NA
## EUR:MLE:YEARS6-11-AFR:MLE:YEARS12+      0.3931946  2.496e-01  0.536792
## SEAR:MLE:YEARS6-11-AFR:MLE:YEARS12+     0.2737135  1.518e-01  0.395621
## WPR:MLE:YEARS6-11-AFR:MLE:YEARS12+      0.2462013  1.131e-02  0.481090
## EMR:MLE:YEARS12+-AMR:MLE:YEARS12+              NA         NA        NA
## EUR:MLE:YEARS12+-AMR:MLE:YEARS12+       0.4524200  2.446e-01  0.660244
## SEAR:MLE:YEARS12+-AMR:MLE:YEARS12+      0.2628112  6.565e-02  0.459971
## WPR:MLE:YEARS12+-AMR:MLE:YEARS12+       0.1635100 -1.153e-01  0.442335
## AFR:FMLE:YEARS6-11-AMR:MLE:YEARS12+    -0.0742331 -2.427e-01  0.094238
## AMR:FMLE:YEARS6-11-AMR:MLE:YEARS12+    -0.0307728 -2.242e-01  0.162701
## EMR:FMLE:YEARS6-11-AMR:MLE:YEARS12+    -0.0042450 -2.319e-01  0.223415
## EUR:FMLE:YEARS6-11-AMR:MLE:YEARS12+     0.0816050 -1.344e-01  0.297582
## SEAR:FMLE:YEARS6-11-AMR:MLE:YEARS12+   -0.0664950 -2.637e-01  0.130664
## WPR:FMLE:YEARS6-11-AMR:MLE:YEARS12+    -0.0581950 -2.742e-01  0.157782
## AFR:MLE:YEARS6-11-AMR:MLE:YEARS12+      0.0842063 -8.684e-02  0.255257
## AMR:MLE:YEARS6-11-AMR:MLE:YEARS12+      0.0458225 -1.818e-01  0.273482
## EMR:MLE:YEARS6-11-AMR:MLE:YEARS12+             NA         NA        NA
## EUR:MLE:YEARS6-11-AMR:MLE:YEARS12+      0.4477183  2.399e-01  0.655542
## SEAR:MLE:YEARS6-11-AMR:MLE:YEARS12+     0.3282372  1.348e-01  0.521711
## WPR:MLE:YEARS6-11-AMR:MLE:YEARS12+      0.3007250  2.190e-02  0.579550
## EUR:MLE:YEARS12+-EMR:MLE:YEARS12+              NA         NA        NA
## SEAR:MLE:YEARS12+-EMR:MLE:YEARS12+             NA         NA        NA
## WPR:MLE:YEARS12+-EMR:MLE:YEARS12+              NA         NA        NA
## AFR:FMLE:YEARS6-11-EMR:MLE:YEARS12+            NA         NA        NA
## AMR:FMLE:YEARS6-11-EMR:MLE:YEARS12+            NA         NA        NA
## EMR:FMLE:YEARS6-11-EMR:MLE:YEARS12+            NA         NA        NA
## EUR:FMLE:YEARS6-11-EMR:MLE:YEARS12+            NA         NA        NA
## SEAR:FMLE:YEARS6-11-EMR:MLE:YEARS12+           NA         NA        NA
## WPR:FMLE:YEARS6-11-EMR:MLE:YEARS12+            NA         NA        NA
## AFR:MLE:YEARS6-11-EMR:MLE:YEARS12+             NA         NA        NA
## AMR:MLE:YEARS6-11-EMR:MLE:YEARS12+             NA         NA        NA
## EMR:MLE:YEARS6-11-EMR:MLE:YEARS12+             NA         NA        NA
## EUR:MLE:YEARS6-11-EMR:MLE:YEARS12+             NA         NA        NA
## SEAR:MLE:YEARS6-11-EMR:MLE:YEARS12+            NA         NA        NA
## WPR:MLE:YEARS6-11-EMR:MLE:YEARS12+             NA         NA        NA
## SEAR:MLE:YEARS12+-EUR:MLE:YEARS12+     -0.1896088 -3.635e-01 -0.015731
## WPR:MLE:YEARS12+-EUR:MLE:YEARS12+      -0.2889100 -5.518e-01 -0.026031
## AFR:FMLE:YEARS6-11-EUR:MLE:YEARS12+    -0.5266531 -6.672e-01 -0.386138
## AMR:FMLE:YEARS6-11-EUR:MLE:YEARS12+    -0.4831928 -6.529e-01 -0.313505
## EMR:FMLE:YEARS6-11-EUR:MLE:YEARS12+    -0.4566650 -6.645e-01 -0.248841
## EUR:FMLE:YEARS6-11-EUR:MLE:YEARS12+    -0.3708150 -5.658e-01 -0.175859
## SEAR:FMLE:YEARS6-11-EUR:MLE:YEARS12+   -0.5189150 -6.928e-01 -0.345037
## WPR:FMLE:YEARS6-11-EUR:MLE:YEARS12+    -0.5106150 -7.056e-01 -0.315659
## AFR:MLE:YEARS6-11-EUR:MLE:YEARS12+     -0.3682137 -5.118e-01 -0.224617
## AMR:MLE:YEARS6-11-EUR:MLE:YEARS12+     -0.4065975 -6.144e-01 -0.198773
## EMR:MLE:YEARS6-11-EUR:MLE:YEARS12+             NA         NA        NA
## EUR:MLE:YEARS6-11-EUR:MLE:YEARS12+     -0.0047017 -1.906e-01  0.181182
## SEAR:MLE:YEARS6-11-EUR:MLE:YEARS12+    -0.1241828 -2.939e-01  0.045505
## WPR:MLE:YEARS6-11-EUR:MLE:YEARS12+     -0.1516950 -4.146e-01  0.111184
## WPR:MLE:YEARS12+-SEAR:MLE:YEARS12+     -0.0993012 -3.538e-01  0.155230
## AFR:FMLE:YEARS6-11-SEAR:MLE:YEARS12+   -0.3370443 -4.612e-01 -0.212846
## AMR:FMLE:YEARS6-11-SEAR:MLE:YEARS12+   -0.2935840 -4.500e-01 -0.137140
## EMR:FMLE:YEARS6-11-SEAR:MLE:YEARS12+   -0.2670562 -4.642e-01 -0.069897
## EUR:FMLE:YEARS6-11-SEAR:MLE:YEARS12+   -0.1812062 -3.648e-01  0.002339
## SEAR:FMLE:YEARS6-11-SEAR:MLE:YEARS12+  -0.3293062 -4.903e-01 -0.168326
## WPR:FMLE:YEARS6-11-SEAR:MLE:YEARS12+   -0.3210063 -5.046e-01 -0.137461
## AFR:MLE:YEARS6-11-SEAR:MLE:YEARS12+    -0.1786050 -3.063e-01 -0.050929
## AMR:MLE:YEARS6-11-SEAR:MLE:YEARS12+    -0.2169887 -4.141e-01 -0.019829
## EMR:MLE:YEARS6-11-SEAR:MLE:YEARS12+            NA         NA        NA
## EUR:MLE:YEARS6-11-SEAR:MLE:YEARS12+     0.1849071  1.103e-02  0.358785
## SEAR:MLE:YEARS6-11-SEAR:MLE:YEARS12+    0.0654260 -9.102e-02  0.221870
## WPR:MLE:YEARS6-11-SEAR:MLE:YEARS12+     0.0379138 -2.166e-01  0.292445
## AFR:FMLE:YEARS6-11-WPR:MLE:YEARS12+    -0.2377431 -4.708e-01 -0.004726
## AMR:FMLE:YEARS6-11-WPR:MLE:YEARS12+    -0.1942828 -4.460e-01  0.057405
## EMR:FMLE:YEARS6-11-WPR:MLE:YEARS12+    -0.1677550 -4.466e-01  0.111070
## EUR:FMLE:YEARS6-11-WPR:MLE:YEARS12+    -0.0819050 -3.513e-01  0.187466
## SEAR:FMLE:YEARS6-11-WPR:MLE:YEARS12+   -0.2300050 -4.845e-01  0.024527
## WPR:FMLE:YEARS6-11-WPR:MLE:YEARS12+    -0.2217050 -4.911e-01  0.047666
## AFR:MLE:YEARS6-11-WPR:MLE:YEARS12+     -0.0793037 -3.142e-01  0.155585
## AMR:MLE:YEARS6-11-WPR:MLE:YEARS12+     -0.1176875 -3.965e-01  0.161138
## EMR:MLE:YEARS6-11-WPR:MLE:YEARS12+             NA         NA        NA
## EUR:MLE:YEARS6-11-WPR:MLE:YEARS12+      0.2842083  2.133e-02  0.547087
## SEAR:MLE:YEARS6-11-WPR:MLE:YEARS12+     0.1647272 -8.696e-02  0.416415
## WPR:MLE:YEARS6-11-WPR:MLE:YEARS12+      0.1372150 -1.847e-01  0.459175
## AMR:FMLE:YEARS6-11-AFR:FMLE:YEARS6-11   0.0434603 -7.480e-02  0.161721
## EMR:FMLE:YEARS6-11-AFR:FMLE:YEARS6-11   0.0699881 -9.848e-02  0.238459
## EUR:FMLE:YEARS6-11-AFR:FMLE:YEARS6-11   0.1558381  3.524e-03  0.308152
## SEAR:FMLE:YEARS6-11-AFR:FMLE:YEARS6-11  0.0077381 -1.165e-01  0.131937
## WPR:FMLE:YEARS6-11-AFR:FMLE:YEARS6-11   0.0160381 -1.363e-01  0.168352
## AFR:MLE:YEARS6-11-AFR:FMLE:YEARS6-11    0.1584394  8.220e-02  0.234675
## AMR:MLE:YEARS6-11-AFR:FMLE:YEARS6-11    0.1200556 -4.842e-02  0.288527
## EMR:MLE:YEARS6-11-AFR:FMLE:YEARS6-11           NA         NA        NA
## EUR:MLE:YEARS6-11-AFR:FMLE:YEARS6-11    0.5219514  3.814e-01  0.662466
## SEAR:MLE:YEARS6-11-AFR:FMLE:YEARS6-11   0.4024703  2.842e-01  0.520731
## WPR:MLE:YEARS6-11-AFR:FMLE:YEARS6-11    0.3749581  1.419e-01  0.607975
## EMR:FMLE:YEARS6-11-AMR:FMLE:YEARS6-11   0.0265278 -1.669e-01  0.220002
## EUR:FMLE:YEARS6-11-AMR:FMLE:YEARS6-11   0.1123778 -6.720e-02  0.291958
## SEAR:FMLE:YEARS6-11-AMR:FMLE:YEARS6-11 -0.0357222 -1.922e-01  0.120722
## WPR:FMLE:YEARS6-11-AMR:FMLE:YEARS6-11  -0.0274222 -2.070e-01  0.152158
## AFR:MLE:YEARS6-11-AMR:FMLE:YEARS6-11    0.1149791 -6.928e-03  0.236886
## AMR:MLE:YEARS6-11-AMR:FMLE:YEARS6-11    0.0765953 -1.169e-01  0.270069
## EMR:MLE:YEARS6-11-AMR:FMLE:YEARS6-11           NA         NA        NA
## EUR:MLE:YEARS6-11-AMR:FMLE:YEARS6-11    0.4784911  3.088e-01  0.648179
## SEAR:MLE:YEARS6-11-AMR:FMLE:YEARS6-11   0.3590100  2.072e-01  0.510783
## WPR:MLE:YEARS6-11-AMR:FMLE:YEARS6-11    0.3314978  7.981e-02  0.583185
## EUR:FMLE:YEARS6-11-EMR:FMLE:YEARS6-11   0.0858500 -1.301e-01  0.301827
## SEAR:FMLE:YEARS6-11-EMR:FMLE:YEARS6-11 -0.0622500 -2.594e-01  0.134909
## WPR:FMLE:YEARS6-11-EMR:FMLE:YEARS6-11  -0.0539500 -2.699e-01  0.162027
## AFR:MLE:YEARS6-11-EMR:FMLE:YEARS6-11    0.0884513 -8.260e-02  0.259502
## AMR:MLE:YEARS6-11-EMR:FMLE:YEARS6-11    0.0500675 -1.776e-01  0.277727
## EMR:MLE:YEARS6-11-EMR:FMLE:YEARS6-11           NA         NA        NA
## EUR:MLE:YEARS6-11-EMR:FMLE:YEARS6-11    0.4519633  2.441e-01  0.659787
## SEAR:MLE:YEARS6-11-EMR:FMLE:YEARS6-11   0.3324822  1.390e-01  0.525956
## WPR:MLE:YEARS6-11-EMR:FMLE:YEARS6-11    0.3049700  2.614e-02  0.583795
## SEAR:FMLE:YEARS6-11-EUR:FMLE:YEARS6-11 -0.1481000 -3.316e-01  0.035445
## WPR:FMLE:YEARS6-11-EUR:FMLE:YEARS6-11  -0.1398000 -3.434e-01  0.063825
## AFR:MLE:YEARS6-11-EUR:FMLE:YEARS6-11    0.0026013 -1.526e-01  0.157764
## AMR:MLE:YEARS6-11-EUR:FMLE:YEARS6-11   -0.0357825 -2.518e-01  0.180195
## EMR:MLE:YEARS6-11-EUR:FMLE:YEARS6-11           NA         NA        NA
## EUR:MLE:YEARS6-11-EUR:FMLE:YEARS6-11    0.3661133  1.712e-01  0.561070
## SEAR:MLE:YEARS6-11-EUR:FMLE:YEARS6-11   0.2466322  6.705e-02  0.426213
## WPR:MLE:YEARS6-11-EUR:FMLE:YEARS6-11    0.2191200 -5.025e-02  0.488491
## WPR:FMLE:YEARS6-11-SEAR:FMLE:YEARS6-11  0.0083000 -1.752e-01  0.191845
## AFR:MLE:YEARS6-11-SEAR:FMLE:YEARS6-11   0.1507013  2.303e-02  0.278377
## AMR:MLE:YEARS6-11-SEAR:FMLE:YEARS6-11   0.1123175 -8.484e-02  0.309477
## EMR:MLE:YEARS6-11-SEAR:FMLE:YEARS6-11          NA         NA        NA
## EUR:MLE:YEARS6-11-SEAR:FMLE:YEARS6-11   0.5142133  3.403e-01  0.688091
## SEAR:MLE:YEARS6-11-SEAR:FMLE:YEARS6-11  0.3947322  2.383e-01  0.551177
## WPR:MLE:YEARS6-11-SEAR:FMLE:YEARS6-11   0.3672200  1.127e-01  0.621752
## AFR:MLE:YEARS6-11-WPR:FMLE:YEARS6-11    0.1424013 -1.276e-02  0.297564
## AMR:MLE:YEARS6-11-WPR:FMLE:YEARS6-11    0.1040175 -1.120e-01  0.319995
## EMR:MLE:YEARS6-11-WPR:FMLE:YEARS6-11           NA         NA        NA
## EUR:MLE:YEARS6-11-WPR:FMLE:YEARS6-11    0.5059133  3.110e-01  0.700870
## SEAR:MLE:YEARS6-11-WPR:FMLE:YEARS6-11   0.3864322  2.069e-01  0.566013
## WPR:MLE:YEARS6-11-WPR:FMLE:YEARS6-11    0.3589200  8.955e-02  0.628291
## AMR:MLE:YEARS6-11-AFR:MLE:YEARS6-11    -0.0383838 -2.094e-01  0.132667
## EMR:MLE:YEARS6-11-AFR:MLE:YEARS6-11            NA         NA        NA
## EUR:MLE:YEARS6-11-AFR:MLE:YEARS6-11     0.3635120  2.199e-01  0.507109
## SEAR:MLE:YEARS6-11-AFR:MLE:YEARS6-11    0.2440309  1.221e-01  0.365938
## WPR:MLE:YEARS6-11-AFR:MLE:YEARS6-11     0.2165187 -1.837e-02  0.451408
## EMR:MLE:YEARS6-11-AMR:MLE:YEARS6-11            NA         NA        NA
## EUR:MLE:YEARS6-11-AMR:MLE:YEARS6-11     0.4018958  1.941e-01  0.609720
## SEAR:MLE:YEARS6-11-AMR:MLE:YEARS6-11    0.2824147  8.894e-02  0.475888
## WPR:MLE:YEARS6-11-AMR:MLE:YEARS6-11     0.2549025 -2.392e-02  0.533728
## EUR:MLE:YEARS6-11-EMR:MLE:YEARS6-11            NA         NA        NA
## SEAR:MLE:YEARS6-11-EMR:MLE:YEARS6-11           NA         NA        NA
## WPR:MLE:YEARS6-11-EMR:MLE:YEARS6-11            NA         NA        NA
## SEAR:MLE:YEARS6-11-EUR:MLE:YEARS6-11   -0.1194811 -2.892e-01  0.050207
## WPR:MLE:YEARS6-11-EUR:MLE:YEARS6-11    -0.1469933 -4.099e-01  0.115886
## WPR:MLE:YEARS6-11-SEAR:MLE:YEARS6-11   -0.0275122 -2.792e-01  0.224175
##                                         p adj
## AMR:FMLE:YEARS0-5-AFR:FMLE:YEARS0-5    0.9969
## EMR:FMLE:YEARS0-5-AFR:FMLE:YEARS0-5    0.9941
## EUR:FMLE:YEARS0-5-AFR:FMLE:YEARS0-5    0.0026
## SEAR:FMLE:YEARS0-5-AFR:FMLE:YEARS0-5   0.9497
## WPR:FMLE:YEARS0-5-AFR:FMLE:YEARS0-5    1.0000
## AFR:MLE:YEARS0-5-AFR:FMLE:YEARS0-5     0.0000
## AMR:MLE:YEARS0-5-AFR:FMLE:YEARS0-5     0.0000
## EMR:MLE:YEARS0-5-AFR:FMLE:YEARS0-5         NA
## EUR:MLE:YEARS0-5-AFR:FMLE:YEARS0-5     0.0000
## SEAR:MLE:YEARS0-5-AFR:FMLE:YEARS0-5    0.0000
## WPR:MLE:YEARS0-5-AFR:FMLE:YEARS0-5     0.0000
## AFR:FMLE:YEARS12+-AFR:FMLE:YEARS0-5    1.0000
## AMR:FMLE:YEARS12+-AFR:FMLE:YEARS0-5    0.9999
## EMR:FMLE:YEARS12+-AFR:FMLE:YEARS0-5    1.0000
## EUR:FMLE:YEARS12+-AFR:FMLE:YEARS0-5    0.0084
## SEAR:FMLE:YEARS12+-AFR:FMLE:YEARS0-5   1.0000
## WPR:FMLE:YEARS12+-AFR:FMLE:YEARS0-5    1.0000
## AFR:MLE:YEARS12+-AFR:FMLE:YEARS0-5     0.0000
## AMR:MLE:YEARS12+-AFR:FMLE:YEARS0-5     0.9998
## EMR:MLE:YEARS12+-AFR:FMLE:YEARS0-5         NA
## EUR:MLE:YEARS12+-AFR:FMLE:YEARS0-5     0.0000
## SEAR:MLE:YEARS12+-AFR:FMLE:YEARS0-5    0.0000
## WPR:MLE:YEARS12+-AFR:FMLE:YEARS0-5     0.0460
## AFR:FMLE:YEARS6-11-AFR:FMLE:YEARS0-5   1.0000
## AMR:FMLE:YEARS6-11-AFR:FMLE:YEARS0-5   1.0000
## EMR:FMLE:YEARS6-11-AFR:FMLE:YEARS0-5   0.9999
## EUR:FMLE:YEARS6-11-AFR:FMLE:YEARS0-5   0.0487
## SEAR:FMLE:YEARS6-11-AFR:FMLE:YEARS0-5  1.0000
## WPR:FMLE:YEARS6-11-AFR:FMLE:YEARS0-5   1.0000
## AFR:MLE:YEARS6-11-AFR:FMLE:YEARS0-5    0.0000
## AMR:MLE:YEARS6-11-AFR:FMLE:YEARS0-5    0.7266
## EMR:MLE:YEARS6-11-AFR:FMLE:YEARS0-5        NA
## EUR:MLE:YEARS6-11-AFR:FMLE:YEARS0-5    0.0000
## SEAR:MLE:YEARS6-11-AFR:FMLE:YEARS0-5   0.0000
## WPR:MLE:YEARS6-11-AFR:FMLE:YEARS0-5    0.0000
## EMR:FMLE:YEARS0-5-AMR:FMLE:YEARS0-5    1.0000
## EUR:FMLE:YEARS0-5-AMR:FMLE:YEARS0-5    0.7112
## SEAR:FMLE:YEARS0-5-AMR:FMLE:YEARS0-5   1.0000
## WPR:FMLE:YEARS0-5-AMR:FMLE:YEARS0-5    1.0000
## AFR:MLE:YEARS0-5-AMR:FMLE:YEARS0-5     0.0019
## AMR:MLE:YEARS0-5-AMR:FMLE:YEARS0-5     0.0499
## EMR:MLE:YEARS0-5-AMR:FMLE:YEARS0-5         NA
## EUR:MLE:YEARS0-5-AMR:FMLE:YEARS0-5     0.0000
## SEAR:MLE:YEARS0-5-AMR:FMLE:YEARS0-5    0.0000
## WPR:MLE:YEARS0-5-AMR:FMLE:YEARS0-5     0.0000
## AFR:FMLE:YEARS12+-AMR:FMLE:YEARS0-5    0.9986
## AMR:FMLE:YEARS12+-AMR:FMLE:YEARS0-5    1.0000
## EMR:FMLE:YEARS12+-AMR:FMLE:YEARS0-5    1.0000
## EUR:FMLE:YEARS12+-AMR:FMLE:YEARS0-5    0.8686
## SEAR:FMLE:YEARS12+-AMR:FMLE:YEARS0-5   1.0000
## WPR:FMLE:YEARS12+-AMR:FMLE:YEARS0-5    1.0000
## AFR:MLE:YEARS12+-AMR:FMLE:YEARS0-5     0.9690
## AMR:MLE:YEARS12+-AMR:FMLE:YEARS0-5     1.0000
## EMR:MLE:YEARS12+-AMR:FMLE:YEARS0-5         NA
## EUR:MLE:YEARS12+-AMR:FMLE:YEARS0-5     0.0000
## SEAR:MLE:YEARS12+-AMR:FMLE:YEARS0-5    0.0000
## WPR:MLE:YEARS12+-AMR:FMLE:YEARS0-5     0.6932
## AFR:FMLE:YEARS6-11-AMR:FMLE:YEARS0-5   0.9922
## AMR:FMLE:YEARS6-11-AMR:FMLE:YEARS0-5   1.0000
## EMR:FMLE:YEARS6-11-AMR:FMLE:YEARS0-5   1.0000
## EUR:FMLE:YEARS6-11-AMR:FMLE:YEARS0-5   0.9854
## SEAR:FMLE:YEARS6-11-AMR:FMLE:YEARS0-5  1.0000
## WPR:FMLE:YEARS6-11-AMR:FMLE:YEARS0-5   1.0000
## AFR:MLE:YEARS6-11-AMR:FMLE:YEARS0-5    0.3814
## AMR:MLE:YEARS6-11-AMR:FMLE:YEARS0-5    1.0000
## EMR:MLE:YEARS6-11-AMR:FMLE:YEARS0-5        NA
## EUR:MLE:YEARS6-11-AMR:FMLE:YEARS0-5    0.0000
## SEAR:MLE:YEARS6-11-AMR:FMLE:YEARS0-5   0.0000
## WPR:MLE:YEARS6-11-AMR:FMLE:YEARS0-5    0.0011
## EUR:FMLE:YEARS0-5-EMR:FMLE:YEARS0-5    0.9990
## SEAR:FMLE:YEARS0-5-EMR:FMLE:YEARS0-5   1.0000
## WPR:FMLE:YEARS0-5-EMR:FMLE:YEARS0-5    1.0000
## AFR:MLE:YEARS0-5-EMR:FMLE:YEARS0-5     0.6829
## AMR:MLE:YEARS0-5-EMR:FMLE:YEARS0-5     0.6160
## EMR:MLE:YEARS0-5-EMR:FMLE:YEARS0-5         NA
## EUR:MLE:YEARS0-5-EMR:FMLE:YEARS0-5     0.0000
## SEAR:MLE:YEARS0-5-EMR:FMLE:YEARS0-5    0.0000
## WPR:MLE:YEARS0-5-EMR:FMLE:YEARS0-5     0.0000
## AFR:FMLE:YEARS12+-EMR:FMLE:YEARS0-5    0.9965
## AMR:FMLE:YEARS12+-EMR:FMLE:YEARS0-5    1.0000
## EMR:FMLE:YEARS12+-EMR:FMLE:YEARS0-5    1.0000
## EUR:FMLE:YEARS12+-EMR:FMLE:YEARS0-5    0.9999
## SEAR:FMLE:YEARS12+-EMR:FMLE:YEARS0-5   0.9997
## WPR:FMLE:YEARS12+-EMR:FMLE:YEARS0-5    1.0000
## AFR:MLE:YEARS12+-EMR:FMLE:YEARS0-5     1.0000
## AMR:MLE:YEARS12+-EMR:FMLE:YEARS0-5     1.0000
## EMR:MLE:YEARS12+-EMR:FMLE:YEARS0-5         NA
## EUR:MLE:YEARS12+-EMR:FMLE:YEARS0-5     0.0000
## SEAR:MLE:YEARS12+-EMR:FMLE:YEARS0-5    0.0008
## WPR:MLE:YEARS12+-EMR:FMLE:YEARS0-5     0.9827
## AFR:FMLE:YEARS6-11-EMR:FMLE:YEARS0-5   0.9893
## AMR:FMLE:YEARS6-11-EMR:FMLE:YEARS0-5   1.0000
## EMR:FMLE:YEARS6-11-EMR:FMLE:YEARS0-5   1.0000
## EUR:FMLE:YEARS6-11-EMR:FMLE:YEARS0-5   1.0000
## SEAR:FMLE:YEARS6-11-EMR:FMLE:YEARS0-5  0.9999
## WPR:FMLE:YEARS6-11-EMR:FMLE:YEARS0-5   1.0000
## AFR:MLE:YEARS6-11-EMR:FMLE:YEARS0-5    0.9998
## AMR:MLE:YEARS6-11-EMR:FMLE:YEARS0-5    1.0000
## EMR:MLE:YEARS6-11-EMR:FMLE:YEARS0-5        NA
## EUR:MLE:YEARS6-11-EMR:FMLE:YEARS0-5    0.0000
## SEAR:MLE:YEARS6-11-EMR:FMLE:YEARS0-5   0.0000
## WPR:MLE:YEARS6-11-EMR:FMLE:YEARS0-5    0.0336
## SEAR:FMLE:YEARS0-5-EUR:FMLE:YEARS0-5   0.9287
## WPR:FMLE:YEARS0-5-EUR:FMLE:YEARS0-5    0.8762
## AFR:MLE:YEARS0-5-EUR:FMLE:YEARS0-5     1.0000
## AMR:MLE:YEARS0-5-EUR:FMLE:YEARS0-5     1.0000
## EMR:MLE:YEARS0-5-EUR:FMLE:YEARS0-5         NA
## EUR:MLE:YEARS0-5-EUR:FMLE:YEARS0-5     0.0000
## SEAR:MLE:YEARS0-5-EUR:FMLE:YEARS0-5    0.0000
## WPR:MLE:YEARS0-5-EUR:FMLE:YEARS0-5     0.0001
## AFR:FMLE:YEARS12+-EUR:FMLE:YEARS0-5    0.0034
## AMR:FMLE:YEARS12+-EUR:FMLE:YEARS0-5    0.5344
## EMR:FMLE:YEARS12+-EUR:FMLE:YEARS0-5    0.9718
## EUR:FMLE:YEARS12+-EUR:FMLE:YEARS0-5    1.0000
## SEAR:FMLE:YEARS12+-EUR:FMLE:YEARS0-5   0.0563
## WPR:FMLE:YEARS12+-EUR:FMLE:YEARS0-5    0.2087
## AFR:MLE:YEARS12+-EUR:FMLE:YEARS0-5     1.0000
## AMR:MLE:YEARS12+-EUR:FMLE:YEARS0-5     0.9905
## EMR:MLE:YEARS12+-EUR:FMLE:YEARS0-5         NA
## EUR:MLE:YEARS12+-EUR:FMLE:YEARS0-5     0.0000
## SEAR:MLE:YEARS12+-EUR:FMLE:YEARS0-5    0.3277
## WPR:MLE:YEARS12+-EUR:FMLE:YEARS0-5     1.0000
## AFR:FMLE:YEARS6-11-EUR:FMLE:YEARS0-5   0.0018
## AMR:FMLE:YEARS6-11-EUR:FMLE:YEARS0-5   0.4163
## EMR:FMLE:YEARS6-11-EUR:FMLE:YEARS0-5   0.9834
## EUR:FMLE:YEARS6-11-EUR:FMLE:YEARS0-5   1.0000
## SEAR:FMLE:YEARS6-11-EUR:FMLE:YEARS0-5  0.0726
## WPR:FMLE:YEARS6-11-EUR:FMLE:YEARS0-5   0.3013
## AFR:MLE:YEARS6-11-EUR:FMLE:YEARS0-5    1.0000
## AMR:MLE:YEARS6-11-EUR:FMLE:YEARS0-5    1.0000
## EMR:MLE:YEARS6-11-EUR:FMLE:YEARS0-5        NA
## EUR:MLE:YEARS6-11-EUR:FMLE:YEARS0-5    0.0000
## SEAR:MLE:YEARS6-11-EUR:FMLE:YEARS0-5   0.0023
## WPR:MLE:YEARS6-11-EUR:FMLE:YEARS0-5    0.7014
## WPR:FMLE:YEARS0-5-SEAR:FMLE:YEARS0-5   1.0000
## AFR:MLE:YEARS0-5-SEAR:FMLE:YEARS0-5    0.0279
## AMR:MLE:YEARS0-5-SEAR:FMLE:YEARS0-5    0.1543
## EMR:MLE:YEARS0-5-SEAR:FMLE:YEARS0-5        NA
## EUR:MLE:YEARS0-5-SEAR:FMLE:YEARS0-5    0.0000
## SEAR:MLE:YEARS0-5-SEAR:FMLE:YEARS0-5   0.0000
## WPR:MLE:YEARS0-5-SEAR:FMLE:YEARS0-5    0.0000
## AFR:FMLE:YEARS12+-SEAR:FMLE:YEARS0-5   0.9685
## AMR:FMLE:YEARS12+-SEAR:FMLE:YEARS0-5   1.0000
## EMR:FMLE:YEARS12+-SEAR:FMLE:YEARS0-5   1.0000
## EUR:FMLE:YEARS12+-SEAR:FMLE:YEARS0-5   0.9820
## SEAR:FMLE:YEARS12+-SEAR:FMLE:YEARS0-5  0.9993
## WPR:FMLE:YEARS12+-SEAR:FMLE:YEARS0-5   1.0000
## AFR:MLE:YEARS12+-SEAR:FMLE:YEARS0-5    0.9998
## AMR:MLE:YEARS12+-SEAR:FMLE:YEARS0-5    1.0000
## EMR:MLE:YEARS12+-SEAR:FMLE:YEARS0-5        NA
## EUR:MLE:YEARS12+-SEAR:FMLE:YEARS0-5    0.0000
## SEAR:MLE:YEARS12+-SEAR:FMLE:YEARS0-5   0.0000
## WPR:MLE:YEARS12+-SEAR:FMLE:YEARS0-5    0.8675
## AFR:FMLE:YEARS6-11-SEAR:FMLE:YEARS0-5  0.9169
## AMR:FMLE:YEARS6-11-SEAR:FMLE:YEARS0-5  1.0000
## EMR:FMLE:YEARS6-11-SEAR:FMLE:YEARS0-5  1.0000
## EUR:FMLE:YEARS6-11-SEAR:FMLE:YEARS0-5  0.9995
## SEAR:FMLE:YEARS6-11-SEAR:FMLE:YEARS0-5 0.9998
## WPR:FMLE:YEARS6-11-SEAR:FMLE:YEARS0-5  1.0000
## AFR:MLE:YEARS6-11-SEAR:FMLE:YEARS0-5   0.8425
## AMR:MLE:YEARS6-11-SEAR:FMLE:YEARS0-5   1.0000
## EMR:MLE:YEARS6-11-SEAR:FMLE:YEARS0-5       NA
## EUR:MLE:YEARS6-11-SEAR:FMLE:YEARS0-5   0.0000
## SEAR:MLE:YEARS6-11-SEAR:FMLE:YEARS0-5  0.0000
## WPR:MLE:YEARS6-11-SEAR:FMLE:YEARS0-5   0.0038
## AFR:MLE:YEARS0-5-WPR:FMLE:YEARS0-5     0.0656
## AMR:MLE:YEARS0-5-WPR:FMLE:YEARS0-5     0.1429
## EMR:MLE:YEARS0-5-WPR:FMLE:YEARS0-5         NA
## EUR:MLE:YEARS0-5-WPR:FMLE:YEARS0-5     0.0000
## SEAR:MLE:YEARS0-5-WPR:FMLE:YEARS0-5    0.0000
## WPR:MLE:YEARS0-5-WPR:FMLE:YEARS0-5     0.0000
## AFR:FMLE:YEARS12+-WPR:FMLE:YEARS0-5    1.0000
## AMR:FMLE:YEARS12+-WPR:FMLE:YEARS0-5    1.0000
## EMR:FMLE:YEARS12+-WPR:FMLE:YEARS0-5    1.0000
## EUR:FMLE:YEARS12+-WPR:FMLE:YEARS0-5    0.9552
## SEAR:FMLE:YEARS12+-WPR:FMLE:YEARS0-5   1.0000
## WPR:FMLE:YEARS12+-WPR:FMLE:YEARS0-5    1.0000
## AFR:MLE:YEARS12+-WPR:FMLE:YEARS0-5     0.9986
## AMR:MLE:YEARS12+-WPR:FMLE:YEARS0-5     1.0000
## EMR:MLE:YEARS12+-WPR:FMLE:YEARS0-5         NA
## EUR:MLE:YEARS12+-WPR:FMLE:YEARS0-5     0.0000
## SEAR:MLE:YEARS12+-WPR:FMLE:YEARS0-5    0.0000
## WPR:MLE:YEARS12+-WPR:FMLE:YEARS0-5     0.7891
## AFR:FMLE:YEARS6-11-WPR:FMLE:YEARS0-5   1.0000
## AMR:FMLE:YEARS6-11-WPR:FMLE:YEARS0-5   1.0000
## EMR:FMLE:YEARS6-11-WPR:FMLE:YEARS0-5   1.0000
## EUR:FMLE:YEARS6-11-WPR:FMLE:YEARS0-5   0.9966
## SEAR:FMLE:YEARS6-11-WPR:FMLE:YEARS0-5  1.0000
## WPR:FMLE:YEARS6-11-WPR:FMLE:YEARS0-5   1.0000
## AFR:MLE:YEARS6-11-WPR:FMLE:YEARS0-5    0.8317
## AMR:MLE:YEARS6-11-WPR:FMLE:YEARS0-5    1.0000
## EMR:MLE:YEARS6-11-WPR:FMLE:YEARS0-5        NA
## EUR:MLE:YEARS6-11-WPR:FMLE:YEARS0-5    0.0000
## SEAR:MLE:YEARS6-11-WPR:FMLE:YEARS0-5   0.0000
## WPR:MLE:YEARS6-11-WPR:FMLE:YEARS0-5    0.0035
## AMR:MLE:YEARS0-5-AFR:MLE:YEARS0-5      1.0000
## EMR:MLE:YEARS0-5-AFR:MLE:YEARS0-5          NA
## EUR:MLE:YEARS0-5-AFR:MLE:YEARS0-5      0.0000
## SEAR:MLE:YEARS0-5-AFR:MLE:YEARS0-5     0.0000
## WPR:MLE:YEARS0-5-AFR:MLE:YEARS0-5      0.0000
## AFR:FMLE:YEARS12+-AFR:MLE:YEARS0-5     0.0000
## AMR:FMLE:YEARS12+-AFR:MLE:YEARS0-5     0.0004
## EMR:FMLE:YEARS12+-AFR:MLE:YEARS0-5     0.2901
## EUR:FMLE:YEARS12+-AFR:MLE:YEARS0-5     1.0000
## SEAR:FMLE:YEARS12+-AFR:MLE:YEARS0-5    0.0000
## WPR:FMLE:YEARS12+-AFR:MLE:YEARS0-5     0.0005
## AFR:MLE:YEARS12+-AFR:MLE:YEARS0-5      0.0647
## AMR:MLE:YEARS12+-AFR:MLE:YEARS0-5      0.4335
## EMR:MLE:YEARS12+-AFR:MLE:YEARS0-5          NA
## EUR:MLE:YEARS12+-AFR:MLE:YEARS0-5      0.0000
## SEAR:MLE:YEARS12+-AFR:MLE:YEARS0-5     0.0476
## WPR:MLE:YEARS12+-AFR:MLE:YEARS0-5      1.0000
## AFR:FMLE:YEARS6-11-AFR:MLE:YEARS0-5    0.0000
## AMR:FMLE:YEARS6-11-AFR:MLE:YEARS0-5    0.0002
## EMR:FMLE:YEARS6-11-AFR:MLE:YEARS0-5    0.3604
## EUR:FMLE:YEARS6-11-AFR:MLE:YEARS0-5    1.0000
## SEAR:FMLE:YEARS6-11-AFR:MLE:YEARS0-5   0.0000
## WPR:FMLE:YEARS6-11-AFR:MLE:YEARS0-5    0.0012
## AFR:MLE:YEARS6-11-AFR:MLE:YEARS0-5     0.9045
## AMR:MLE:YEARS6-11-AFR:MLE:YEARS0-5     0.9898
## EMR:MLE:YEARS6-11-AFR:MLE:YEARS0-5         NA
## EUR:MLE:YEARS6-11-AFR:MLE:YEARS0-5     0.0000
## SEAR:MLE:YEARS6-11-AFR:MLE:YEARS0-5    0.0000
## WPR:MLE:YEARS6-11-AFR:MLE:YEARS0-5     0.6863
## EMR:MLE:YEARS0-5-AMR:MLE:YEARS0-5          NA
## EUR:MLE:YEARS0-5-AMR:MLE:YEARS0-5      0.0000
## SEAR:MLE:YEARS0-5-AMR:MLE:YEARS0-5     0.0000
## WPR:MLE:YEARS0-5-AMR:MLE:YEARS0-5      0.0096
## AFR:FMLE:YEARS12+-AMR:MLE:YEARS0-5     0.0000
## AMR:FMLE:YEARS12+-AMR:MLE:YEARS0-5     0.0247
## EMR:FMLE:YEARS12+-AMR:MLE:YEARS0-5     0.3182
## EUR:FMLE:YEARS12+-AMR:MLE:YEARS0-5     1.0000
## SEAR:FMLE:YEARS12+-AMR:MLE:YEARS0-5    0.0008
## WPR:FMLE:YEARS12+-AMR:MLE:YEARS0-5     0.0068
## AFR:MLE:YEARS12+-AMR:MLE:YEARS0-5      0.6106
## AMR:MLE:YEARS12+-AMR:MLE:YEARS0-5      0.4280
## EMR:MLE:YEARS12+-AMR:MLE:YEARS0-5          NA
## EUR:MLE:YEARS12+-AMR:MLE:YEARS0-5      0.0004
## SEAR:MLE:YEARS12+-AMR:MLE:YEARS0-5     0.9998
## WPR:MLE:YEARS12+-AMR:MLE:YEARS0-5      1.0000
## AFR:FMLE:YEARS6-11-AMR:MLE:YEARS0-5    0.0000
## AMR:FMLE:YEARS6-11-AMR:MLE:YEARS0-5    0.0149
## EMR:FMLE:YEARS6-11-AMR:MLE:YEARS0-5    0.3728
## EUR:FMLE:YEARS6-11-AMR:MLE:YEARS0-5    0.9990
## SEAR:FMLE:YEARS6-11-AMR:MLE:YEARS0-5   0.0011
## WPR:FMLE:YEARS6-11-AMR:MLE:YEARS0-5    0.0122
## AFR:MLE:YEARS6-11-AMR:MLE:YEARS0-5     0.9714
## AMR:MLE:YEARS6-11-AMR:MLE:YEARS0-5     0.9445
## EMR:MLE:YEARS6-11-AMR:MLE:YEARS0-5         NA
## EUR:MLE:YEARS6-11-AMR:MLE:YEARS0-5     0.0005
## SEAR:MLE:YEARS6-11-AMR:MLE:YEARS0-5    0.4926
## WPR:MLE:YEARS6-11-AMR:MLE:YEARS0-5     0.9996
## EUR:MLE:YEARS0-5-EMR:MLE:YEARS0-5          NA
## SEAR:MLE:YEARS0-5-EMR:MLE:YEARS0-5         NA
## WPR:MLE:YEARS0-5-EMR:MLE:YEARS0-5          NA
## AFR:FMLE:YEARS12+-EMR:MLE:YEARS0-5         NA
## AMR:FMLE:YEARS12+-EMR:MLE:YEARS0-5         NA
## EMR:FMLE:YEARS12+-EMR:MLE:YEARS0-5         NA
## EUR:FMLE:YEARS12+-EMR:MLE:YEARS0-5         NA
## SEAR:FMLE:YEARS12+-EMR:MLE:YEARS0-5        NA
## WPR:FMLE:YEARS12+-EMR:MLE:YEARS0-5         NA
## AFR:MLE:YEARS12+-EMR:MLE:YEARS0-5          NA
## AMR:MLE:YEARS12+-EMR:MLE:YEARS0-5          NA
## EMR:MLE:YEARS12+-EMR:MLE:YEARS0-5          NA
## EUR:MLE:YEARS12+-EMR:MLE:YEARS0-5          NA
## SEAR:MLE:YEARS12+-EMR:MLE:YEARS0-5         NA
## WPR:MLE:YEARS12+-EMR:MLE:YEARS0-5          NA
## AFR:FMLE:YEARS6-11-EMR:MLE:YEARS0-5        NA
## AMR:FMLE:YEARS6-11-EMR:MLE:YEARS0-5        NA
## EMR:FMLE:YEARS6-11-EMR:MLE:YEARS0-5        NA
## EUR:FMLE:YEARS6-11-EMR:MLE:YEARS0-5        NA
## SEAR:FMLE:YEARS6-11-EMR:MLE:YEARS0-5       NA
## WPR:FMLE:YEARS6-11-EMR:MLE:YEARS0-5        NA
## AFR:MLE:YEARS6-11-EMR:MLE:YEARS0-5         NA
## AMR:MLE:YEARS6-11-EMR:MLE:YEARS0-5         NA
## EMR:MLE:YEARS6-11-EMR:MLE:YEARS0-5         NA
## EUR:MLE:YEARS6-11-EMR:MLE:YEARS0-5         NA
## SEAR:MLE:YEARS6-11-EMR:MLE:YEARS0-5        NA
## WPR:MLE:YEARS6-11-EMR:MLE:YEARS0-5         NA
## SEAR:MLE:YEARS0-5-EUR:MLE:YEARS0-5     1.0000
## WPR:MLE:YEARS0-5-EUR:MLE:YEARS0-5      1.0000
## AFR:FMLE:YEARS12+-EUR:MLE:YEARS0-5     0.0000
## AMR:FMLE:YEARS12+-EUR:MLE:YEARS0-5     0.0000
## EMR:FMLE:YEARS12+-EUR:MLE:YEARS0-5     0.0000
## EUR:FMLE:YEARS12+-EUR:MLE:YEARS0-5     0.0000
## SEAR:FMLE:YEARS12+-EUR:MLE:YEARS0-5    0.0000
## WPR:FMLE:YEARS12+-EUR:MLE:YEARS0-5     0.0000
## AFR:MLE:YEARS12+-EUR:MLE:YEARS0-5      0.0000
## AMR:MLE:YEARS12+-EUR:MLE:YEARS0-5      0.0000
## EMR:MLE:YEARS12+-EUR:MLE:YEARS0-5          NA
## EUR:MLE:YEARS12+-EUR:MLE:YEARS0-5      1.0000
## SEAR:MLE:YEARS12+-EUR:MLE:YEARS0-5     0.0005
## WPR:MLE:YEARS12+-EUR:MLE:YEARS0-5      0.0011
## AFR:FMLE:YEARS6-11-EUR:MLE:YEARS0-5    0.0000
## AMR:FMLE:YEARS6-11-EUR:MLE:YEARS0-5    0.0000
## EMR:FMLE:YEARS6-11-EUR:MLE:YEARS0-5    0.0000
## EUR:FMLE:YEARS6-11-EUR:MLE:YEARS0-5    0.0000
## SEAR:FMLE:YEARS6-11-EUR:MLE:YEARS0-5   0.0000
## WPR:FMLE:YEARS6-11-EUR:MLE:YEARS0-5    0.0000
## AFR:MLE:YEARS6-11-EUR:MLE:YEARS0-5     0.0000
## AMR:MLE:YEARS6-11-EUR:MLE:YEARS0-5     0.0000
## EMR:MLE:YEARS6-11-EUR:MLE:YEARS0-5         NA
## EUR:MLE:YEARS6-11-EUR:MLE:YEARS0-5     1.0000
## SEAR:MLE:YEARS6-11-EUR:MLE:YEARS0-5    0.0866
## WPR:MLE:YEARS6-11-EUR:MLE:YEARS0-5     0.5854
## WPR:MLE:YEARS0-5-SEAR:MLE:YEARS0-5     1.0000
## AFR:FMLE:YEARS12+-SEAR:MLE:YEARS0-5    0.0000
## AMR:FMLE:YEARS12+-SEAR:MLE:YEARS0-5    0.0000
## EMR:FMLE:YEARS12+-SEAR:MLE:YEARS0-5    0.0000
## EUR:FMLE:YEARS12+-SEAR:MLE:YEARS0-5    0.0000
## SEAR:FMLE:YEARS12+-SEAR:MLE:YEARS0-5   0.0000
## WPR:FMLE:YEARS12+-SEAR:MLE:YEARS0-5    0.0000
## AFR:MLE:YEARS12+-SEAR:MLE:YEARS0-5     0.0000
## AMR:MLE:YEARS12+-SEAR:MLE:YEARS0-5     0.0000
## EMR:MLE:YEARS12+-SEAR:MLE:YEARS0-5         NA
## EUR:MLE:YEARS12+-SEAR:MLE:YEARS0-5     1.0000
## SEAR:MLE:YEARS12+-SEAR:MLE:YEARS0-5    0.0002
## WPR:MLE:YEARS12+-SEAR:MLE:YEARS0-5     0.0014
## AFR:FMLE:YEARS6-11-SEAR:MLE:YEARS0-5   0.0000
## AMR:FMLE:YEARS6-11-SEAR:MLE:YEARS0-5   0.0000
## EMR:FMLE:YEARS6-11-SEAR:MLE:YEARS0-5   0.0000
## EUR:FMLE:YEARS6-11-SEAR:MLE:YEARS0-5   0.0000
## SEAR:FMLE:YEARS6-11-SEAR:MLE:YEARS0-5  0.0000
## WPR:FMLE:YEARS6-11-SEAR:MLE:YEARS0-5   0.0000
## AFR:MLE:YEARS6-11-SEAR:MLE:YEARS0-5    0.0000
## AMR:MLE:YEARS6-11-SEAR:MLE:YEARS0-5    0.0000
## EMR:MLE:YEARS6-11-SEAR:MLE:YEARS0-5        NA
## EUR:MLE:YEARS6-11-SEAR:MLE:YEARS0-5    1.0000
## SEAR:MLE:YEARS6-11-SEAR:MLE:YEARS0-5   0.0801
## WPR:MLE:YEARS6-11-SEAR:MLE:YEARS0-5    0.7382
## AFR:FMLE:YEARS12+-WPR:MLE:YEARS0-5     0.0000
## AMR:FMLE:YEARS12+-WPR:MLE:YEARS0-5     0.0000
## EMR:FMLE:YEARS12+-WPR:MLE:YEARS0-5     0.0000
## EUR:FMLE:YEARS12+-WPR:MLE:YEARS0-5     0.0000
## SEAR:FMLE:YEARS12+-WPR:MLE:YEARS0-5    0.0000
## WPR:FMLE:YEARS12+-WPR:MLE:YEARS0-5     0.0000
## AFR:MLE:YEARS12+-WPR:MLE:YEARS0-5      0.0000
## AMR:MLE:YEARS12+-WPR:MLE:YEARS0-5      0.0000
## EMR:MLE:YEARS12+-WPR:MLE:YEARS0-5          NA
## EUR:MLE:YEARS12+-WPR:MLE:YEARS0-5      1.0000
## SEAR:MLE:YEARS12+-WPR:MLE:YEARS0-5     0.1671
## WPR:MLE:YEARS12+-WPR:MLE:YEARS0-5      0.0400
## AFR:FMLE:YEARS6-11-WPR:MLE:YEARS0-5    0.0000
## AMR:FMLE:YEARS6-11-WPR:MLE:YEARS0-5    0.0000
## EMR:FMLE:YEARS6-11-WPR:MLE:YEARS0-5    0.0000
## EUR:FMLE:YEARS6-11-WPR:MLE:YEARS0-5    0.0000
## SEAR:FMLE:YEARS6-11-WPR:MLE:YEARS0-5   0.0000
## WPR:FMLE:YEARS6-11-WPR:MLE:YEARS0-5    0.0000
## AFR:MLE:YEARS6-11-WPR:MLE:YEARS0-5     0.0000
## AMR:MLE:YEARS6-11-WPR:MLE:YEARS0-5     0.0000
## EMR:MLE:YEARS6-11-WPR:MLE:YEARS0-5         NA
## EUR:MLE:YEARS6-11-WPR:MLE:YEARS0-5     1.0000
## SEAR:MLE:YEARS6-11-WPR:MLE:YEARS0-5    0.8473
## WPR:MLE:YEARS6-11-WPR:MLE:YEARS0-5     0.9408
## AMR:FMLE:YEARS12+-AFR:FMLE:YEARS12+    1.0000
## EMR:FMLE:YEARS12+-AFR:FMLE:YEARS12+    1.0000
## EUR:FMLE:YEARS12+-AFR:FMLE:YEARS12+    0.0109
## SEAR:FMLE:YEARS12+-AFR:FMLE:YEARS12+   1.0000
## WPR:FMLE:YEARS12+-AFR:FMLE:YEARS12+    1.0000
## AFR:MLE:YEARS12+-AFR:FMLE:YEARS12+     0.0000
## AMR:MLE:YEARS12+-AFR:FMLE:YEARS12+     0.9999
## EMR:MLE:YEARS12+-AFR:FMLE:YEARS12+         NA
## EUR:MLE:YEARS12+-AFR:FMLE:YEARS12+     0.0000
## SEAR:MLE:YEARS12+-AFR:FMLE:YEARS12+    0.0000
## WPR:MLE:YEARS12+-AFR:FMLE:YEARS12+     0.0531
## AFR:FMLE:YEARS6-11-AFR:FMLE:YEARS12+   1.0000
## AMR:FMLE:YEARS6-11-AFR:FMLE:YEARS12+   1.0000
## EMR:FMLE:YEARS6-11-AFR:FMLE:YEARS12+   1.0000
## EUR:FMLE:YEARS6-11-AFR:FMLE:YEARS12+   0.0606
## SEAR:FMLE:YEARS6-11-AFR:FMLE:YEARS12+  1.0000
## WPR:FMLE:YEARS6-11-AFR:FMLE:YEARS12+   1.0000
## AFR:MLE:YEARS6-11-AFR:FMLE:YEARS12+    0.0000
## AMR:MLE:YEARS6-11-AFR:FMLE:YEARS12+    0.7702
## EMR:MLE:YEARS6-11-AFR:FMLE:YEARS12+        NA
## EUR:MLE:YEARS6-11-AFR:FMLE:YEARS12+    0.0000
## SEAR:MLE:YEARS6-11-AFR:FMLE:YEARS12+   0.0000
## WPR:MLE:YEARS6-11-AFR:FMLE:YEARS12+    0.0000
## EMR:FMLE:YEARS12+-AMR:FMLE:YEARS12+    1.0000
## EUR:FMLE:YEARS12+-AMR:FMLE:YEARS12+    0.7289
## SEAR:FMLE:YEARS12+-AMR:FMLE:YEARS12+   1.0000
## WPR:FMLE:YEARS12+-AMR:FMLE:YEARS12+    1.0000
## AFR:MLE:YEARS12+-AMR:FMLE:YEARS12+     0.8527
## AMR:MLE:YEARS12+-AMR:FMLE:YEARS12+     1.0000
## EMR:MLE:YEARS12+-AMR:FMLE:YEARS12+         NA
## EUR:MLE:YEARS12+-AMR:FMLE:YEARS12+     0.0000
## SEAR:MLE:YEARS12+-AMR:FMLE:YEARS12+    0.0000
## WPR:MLE:YEARS12+-AMR:FMLE:YEARS12+     0.5668
## AFR:FMLE:YEARS6-11-AMR:FMLE:YEARS12+   0.9997
## AMR:FMLE:YEARS6-11-AMR:FMLE:YEARS12+   1.0000
## EMR:FMLE:YEARS6-11-AMR:FMLE:YEARS12+   1.0000
## EUR:FMLE:YEARS6-11-AMR:FMLE:YEARS12+   0.9442
## SEAR:FMLE:YEARS6-11-AMR:FMLE:YEARS12+  1.0000
## WPR:FMLE:YEARS6-11-AMR:FMLE:YEARS12+   1.0000
## AFR:MLE:YEARS6-11-AMR:FMLE:YEARS12+    0.1828
## AMR:MLE:YEARS6-11-AMR:FMLE:YEARS12+    1.0000
## EMR:MLE:YEARS6-11-AMR:FMLE:YEARS12+        NA
## EUR:MLE:YEARS6-11-AMR:FMLE:YEARS12+    0.0000
## SEAR:MLE:YEARS6-11-AMR:FMLE:YEARS12+   0.0000
## WPR:MLE:YEARS6-11-AMR:FMLE:YEARS12+    0.0005
## EUR:FMLE:YEARS12+-EMR:FMLE:YEARS12+    0.9933
## SEAR:FMLE:YEARS12+-EMR:FMLE:YEARS12+   1.0000
## WPR:FMLE:YEARS12+-EMR:FMLE:YEARS12+    1.0000
## AFR:MLE:YEARS12+-EMR:FMLE:YEARS12+     1.0000
## AMR:MLE:YEARS12+-EMR:FMLE:YEARS12+     1.0000
## EMR:MLE:YEARS12+-EMR:FMLE:YEARS12+         NA
## EUR:MLE:YEARS12+-EMR:FMLE:YEARS12+     0.0000
## SEAR:MLE:YEARS12+-EMR:FMLE:YEARS12+    0.0001
## WPR:MLE:YEARS12+-EMR:FMLE:YEARS12+     0.9027
## AFR:FMLE:YEARS6-11-EMR:FMLE:YEARS12+   1.0000
## AMR:FMLE:YEARS6-11-EMR:FMLE:YEARS12+   1.0000
## EMR:FMLE:YEARS6-11-EMR:FMLE:YEARS12+   1.0000
## EUR:FMLE:YEARS6-11-EMR:FMLE:YEARS12+   0.9998
## SEAR:FMLE:YEARS6-11-EMR:FMLE:YEARS12+  1.0000
## WPR:FMLE:YEARS6-11-EMR:FMLE:YEARS12+   1.0000
## AFR:MLE:YEARS6-11-EMR:FMLE:YEARS12+    0.9800
## AMR:MLE:YEARS6-11-EMR:FMLE:YEARS12+    1.0000
## EMR:MLE:YEARS6-11-EMR:FMLE:YEARS12+        NA
## EUR:MLE:YEARS6-11-EMR:FMLE:YEARS12+    0.0000
## SEAR:MLE:YEARS6-11-EMR:FMLE:YEARS12+   0.0000
## WPR:MLE:YEARS6-11-EMR:FMLE:YEARS12+    0.0107
## SEAR:FMLE:YEARS12+-EUR:FMLE:YEARS12+   0.1167
## WPR:FMLE:YEARS12+-EUR:FMLE:YEARS12+    0.3404
## AFR:MLE:YEARS12+-EUR:FMLE:YEARS12+     1.0000
## AMR:MLE:YEARS12+-EUR:FMLE:YEARS12+     0.9984
## EMR:MLE:YEARS12+-EUR:FMLE:YEARS12+         NA
## EUR:MLE:YEARS12+-EUR:FMLE:YEARS12+     0.0000
## SEAR:MLE:YEARS12+-EUR:FMLE:YEARS12+    0.1879
## WPR:MLE:YEARS12+-EUR:FMLE:YEARS12+     1.0000
## AFR:FMLE:YEARS6-11-EUR:FMLE:YEARS12+   0.0061
## AMR:FMLE:YEARS6-11-EUR:FMLE:YEARS12+   0.6133
## EMR:FMLE:YEARS6-11-EUR:FMLE:YEARS12+   0.9967
## EUR:FMLE:YEARS6-11-EUR:FMLE:YEARS12+   1.0000
## SEAR:FMLE:YEARS6-11-EUR:FMLE:YEARS12+  0.1459
## WPR:FMLE:YEARS6-11-EUR:FMLE:YEARS12+   0.4590
## AFR:MLE:YEARS6-11-EUR:FMLE:YEARS12+    1.0000
## AMR:MLE:YEARS6-11-EUR:FMLE:YEARS12+    1.0000
## EMR:MLE:YEARS6-11-EUR:FMLE:YEARS12+        NA
## EUR:MLE:YEARS6-11-EUR:FMLE:YEARS12+    0.0000
## SEAR:MLE:YEARS6-11-EUR:FMLE:YEARS12+   0.0008
## WPR:MLE:YEARS6-11-EUR:FMLE:YEARS12+    0.5711
## WPR:FMLE:YEARS12+-SEAR:FMLE:YEARS12+   1.0000
## AFR:MLE:YEARS12+-SEAR:FMLE:YEARS12+    0.0667
## AMR:MLE:YEARS12+-SEAR:FMLE:YEARS12+    1.0000
## EMR:MLE:YEARS12+-SEAR:FMLE:YEARS12+        NA
## EUR:MLE:YEARS12+-SEAR:FMLE:YEARS12+    0.0000
## SEAR:MLE:YEARS12+-SEAR:FMLE:YEARS12+   0.0000
## WPR:MLE:YEARS12+-SEAR:FMLE:YEARS12+    0.1323
## AFR:FMLE:YEARS6-11-SEAR:FMLE:YEARS12+  1.0000
## AMR:FMLE:YEARS6-11-SEAR:FMLE:YEARS12+  1.0000
## EMR:FMLE:YEARS6-11-SEAR:FMLE:YEARS12+  1.0000
## EUR:FMLE:YEARS6-11-SEAR:FMLE:YEARS12+  0.3184
## SEAR:FMLE:YEARS6-11-SEAR:FMLE:YEARS12+ 1.0000
## WPR:FMLE:YEARS6-11-SEAR:FMLE:YEARS12+  1.0000
## AFR:MLE:YEARS6-11-SEAR:FMLE:YEARS12+   0.0022
## AMR:MLE:YEARS6-11-SEAR:FMLE:YEARS12+   0.9434
## EMR:MLE:YEARS6-11-SEAR:FMLE:YEARS12+       NA
## EUR:MLE:YEARS6-11-SEAR:FMLE:YEARS12+   0.0000
## SEAR:MLE:YEARS6-11-SEAR:FMLE:YEARS12+  0.0000
## WPR:MLE:YEARS6-11-SEAR:FMLE:YEARS12+   0.0000
## AFR:MLE:YEARS12+-WPR:FMLE:YEARS12+     0.4577
## AMR:MLE:YEARS12+-WPR:FMLE:YEARS12+     1.0000
## EMR:MLE:YEARS12+-WPR:FMLE:YEARS12+         NA
## EUR:MLE:YEARS12+-WPR:FMLE:YEARS12+     0.0000
## SEAR:MLE:YEARS12+-WPR:FMLE:YEARS12+    0.0000
## WPR:MLE:YEARS12+-WPR:FMLE:YEARS12+     0.2535
## AFR:FMLE:YEARS6-11-WPR:FMLE:YEARS12+   1.0000
## AMR:FMLE:YEARS6-11-WPR:FMLE:YEARS12+   1.0000
## EMR:FMLE:YEARS6-11-WPR:FMLE:YEARS12+   1.0000
## EUR:FMLE:YEARS6-11-WPR:FMLE:YEARS12+   0.6249
## SEAR:FMLE:YEARS6-11-WPR:FMLE:YEARS12+  1.0000
## WPR:FMLE:YEARS6-11-WPR:FMLE:YEARS12+   1.0000
## AFR:MLE:YEARS6-11-WPR:FMLE:YEARS12+    0.0723
## AMR:MLE:YEARS6-11-WPR:FMLE:YEARS12+    0.9897
## EMR:MLE:YEARS6-11-WPR:FMLE:YEARS12+        NA
## EUR:MLE:YEARS6-11-WPR:FMLE:YEARS12+    0.0000
## SEAR:MLE:YEARS6-11-WPR:FMLE:YEARS12+   0.0000
## WPR:MLE:YEARS6-11-WPR:FMLE:YEARS12+    0.0001
## AMR:MLE:YEARS12+-AFR:MLE:YEARS12+      1.0000
## EMR:MLE:YEARS12+-AFR:MLE:YEARS12+          NA
## EUR:MLE:YEARS12+-AFR:MLE:YEARS12+      0.0000
## SEAR:MLE:YEARS12+-AFR:MLE:YEARS12+     0.0000
## WPR:MLE:YEARS12+-AFR:MLE:YEARS12+      0.9985
## AFR:FMLE:YEARS6-11-AFR:MLE:YEARS12+    0.0000
## AMR:FMLE:YEARS6-11-AFR:MLE:YEARS12+    0.7085
## EMR:FMLE:YEARS6-11-AFR:MLE:YEARS12+    1.0000
## EUR:FMLE:YEARS6-11-AFR:MLE:YEARS12+    1.0000
## SEAR:FMLE:YEARS6-11-AFR:MLE:YEARS12+   0.0949
## WPR:FMLE:YEARS6-11-AFR:MLE:YEARS12+    0.6261
## AFR:MLE:YEARS6-11-AFR:MLE:YEARS12+     1.0000
## AMR:MLE:YEARS6-11-AFR:MLE:YEARS12+     1.0000
## EMR:MLE:YEARS6-11-AFR:MLE:YEARS12+         NA
## EUR:MLE:YEARS6-11-AFR:MLE:YEARS12+     0.0000
## SEAR:MLE:YEARS6-11-AFR:MLE:YEARS12+    0.0000
## WPR:MLE:YEARS6-11-AFR:MLE:YEARS12+     0.0262
## EMR:MLE:YEARS12+-AMR:MLE:YEARS12+          NA
## EUR:MLE:YEARS12+-AMR:MLE:YEARS12+      0.0000
## SEAR:MLE:YEARS12+-AMR:MLE:YEARS12+     0.0002
## WPR:MLE:YEARS12+-AMR:MLE:YEARS12+      0.9460
## AFR:FMLE:YEARS6-11-AMR:MLE:YEARS12+    0.9994
## AMR:FMLE:YEARS6-11-AMR:MLE:YEARS12+    1.0000
## EMR:FMLE:YEARS6-11-AMR:MLE:YEARS12+    1.0000
## EUR:FMLE:YEARS6-11-AMR:MLE:YEARS12+    1.0000
## SEAR:FMLE:YEARS6-11-AMR:MLE:YEARS12+   1.0000
## WPR:FMLE:YEARS6-11-AMR:MLE:YEARS12+    1.0000
## AFR:MLE:YEARS6-11-AMR:MLE:YEARS12+     0.9957
## AMR:MLE:YEARS6-11-AMR:MLE:YEARS12+     1.0000
## EMR:MLE:YEARS6-11-AMR:MLE:YEARS12+         NA
## EUR:MLE:YEARS6-11-AMR:MLE:YEARS12+     0.0000
## SEAR:MLE:YEARS6-11-AMR:MLE:YEARS12+    0.0000
## WPR:MLE:YEARS6-11-AMR:MLE:YEARS12+     0.0170
## EUR:MLE:YEARS12+-EMR:MLE:YEARS12+          NA
## SEAR:MLE:YEARS12+-EMR:MLE:YEARS12+         NA
## WPR:MLE:YEARS12+-EMR:MLE:YEARS12+          NA
## AFR:FMLE:YEARS6-11-EMR:MLE:YEARS12+        NA
## AMR:FMLE:YEARS6-11-EMR:MLE:YEARS12+        NA
## EMR:FMLE:YEARS6-11-EMR:MLE:YEARS12+        NA
## EUR:FMLE:YEARS6-11-EMR:MLE:YEARS12+        NA
## SEAR:FMLE:YEARS6-11-EMR:MLE:YEARS12+       NA
## WPR:FMLE:YEARS6-11-EMR:MLE:YEARS12+        NA
## AFR:MLE:YEARS6-11-EMR:MLE:YEARS12+         NA
## AMR:MLE:YEARS6-11-EMR:MLE:YEARS12+         NA
## EMR:MLE:YEARS6-11-EMR:MLE:YEARS12+         NA
## EUR:MLE:YEARS6-11-EMR:MLE:YEARS12+         NA
## SEAR:MLE:YEARS6-11-EMR:MLE:YEARS12+        NA
## WPR:MLE:YEARS6-11-EMR:MLE:YEARS12+         NA
## SEAR:MLE:YEARS12+-EUR:MLE:YEARS12+     0.0143
## WPR:MLE:YEARS12+-EUR:MLE:YEARS12+      0.0126
## AFR:FMLE:YEARS6-11-EUR:MLE:YEARS12+    0.0000
## AMR:FMLE:YEARS6-11-EUR:MLE:YEARS12+    0.0000
## EMR:FMLE:YEARS6-11-EUR:MLE:YEARS12+    0.0000
## EUR:FMLE:YEARS6-11-EUR:MLE:YEARS12+    0.0000
## SEAR:FMLE:YEARS6-11-EUR:MLE:YEARS12+   0.0000
## WPR:FMLE:YEARS6-11-EUR:MLE:YEARS12+    0.0000
## AFR:MLE:YEARS6-11-EUR:MLE:YEARS12+     0.0000
## AMR:MLE:YEARS6-11-EUR:MLE:YEARS12+     0.0000
## EMR:MLE:YEARS6-11-EUR:MLE:YEARS12+         NA
## EUR:MLE:YEARS6-11-EUR:MLE:YEARS12+     1.0000
## SEAR:MLE:YEARS6-11-EUR:MLE:YEARS12+    0.6090
## WPR:MLE:YEARS6-11-EUR:MLE:YEARS12+     0.9556
## WPR:MLE:YEARS12+-SEAR:MLE:YEARS12+     1.0000
## AFR:FMLE:YEARS6-11-SEAR:MLE:YEARS12+   0.0000
## AMR:FMLE:YEARS6-11-SEAR:MLE:YEARS12+   0.0000
## EMR:FMLE:YEARS6-11-SEAR:MLE:YEARS12+   0.0002
## EUR:FMLE:YEARS6-11-SEAR:MLE:YEARS12+   0.0588
## SEAR:FMLE:YEARS6-11-SEAR:MLE:YEARS12+  0.0000
## WPR:FMLE:YEARS6-11-SEAR:MLE:YEARS12+   0.0000
## AFR:MLE:YEARS6-11-SEAR:MLE:YEARS12+    0.0001
## AMR:MLE:YEARS6-11-SEAR:MLE:YEARS12+    0.0123
## EMR:MLE:YEARS6-11-SEAR:MLE:YEARS12+        NA
## EUR:MLE:YEARS6-11-SEAR:MLE:YEARS12+    0.0211
## SEAR:MLE:YEARS6-11-SEAR:MLE:YEARS12+   0.9998
## WPR:MLE:YEARS6-11-SEAR:MLE:YEARS12+    1.0000
## AFR:FMLE:YEARS6-11-WPR:MLE:YEARS12+    0.0383
## AMR:FMLE:YEARS6-11-WPR:MLE:YEARS12+    0.4808
## EMR:FMLE:YEARS6-11-WPR:MLE:YEARS12+    0.9272
## EUR:FMLE:YEARS6-11-WPR:MLE:YEARS12+    1.0000
## SEAR:FMLE:YEARS6-11-WPR:MLE:YEARS12+   0.1549
## WPR:FMLE:YEARS6-11-WPR:MLE:YEARS12+    0.3298
## AFR:MLE:YEARS6-11-WPR:MLE:YEARS12+     1.0000
## AMR:MLE:YEARS6-11-WPR:MLE:YEARS12+     0.9998
## EMR:MLE:YEARS6-11-WPR:MLE:YEARS12+         NA
## EUR:MLE:YEARS6-11-WPR:MLE:YEARS12+     0.0164
## SEAR:MLE:YEARS6-11-WPR:MLE:YEARS12+    0.8294
## WPR:MLE:YEARS6-11-WPR:MLE:YEARS12+     0.9997
## AMR:FMLE:YEARS6-11-AFR:FMLE:YEARS6-11  1.0000
## EMR:FMLE:YEARS6-11-AFR:FMLE:YEARS6-11  0.9998
## EUR:FMLE:YEARS6-11-AFR:FMLE:YEARS6-11  0.0369
## SEAR:FMLE:YEARS6-11-AFR:FMLE:YEARS6-11 1.0000
## WPR:FMLE:YEARS6-11-AFR:FMLE:YEARS6-11  1.0000
## AFR:MLE:YEARS6-11-AFR:FMLE:YEARS6-11   0.0000
## AMR:MLE:YEARS6-11-AFR:FMLE:YEARS6-11   0.6694
## EMR:MLE:YEARS6-11-AFR:FMLE:YEARS6-11       NA
## EUR:MLE:YEARS6-11-AFR:FMLE:YEARS6-11   0.0000
## SEAR:MLE:YEARS6-11-AFR:FMLE:YEARS6-11  0.0000
## WPR:MLE:YEARS6-11-AFR:FMLE:YEARS6-11   0.0000
## EMR:FMLE:YEARS6-11-AMR:FMLE:YEARS6-11  1.0000
## EUR:FMLE:YEARS6-11-AMR:FMLE:YEARS6-11  0.8889
## SEAR:FMLE:YEARS6-11-AMR:FMLE:YEARS6-11 1.0000
## WPR:FMLE:YEARS6-11-AMR:FMLE:YEARS6-11  1.0000
## AFR:MLE:YEARS6-11-AMR:FMLE:YEARS6-11   0.1002
## AMR:MLE:YEARS6-11-AMR:FMLE:YEARS6-11   0.9999
## EMR:MLE:YEARS6-11-AMR:FMLE:YEARS6-11       NA
## EUR:MLE:YEARS6-11-AMR:FMLE:YEARS6-11   0.0000
## SEAR:MLE:YEARS6-11-AMR:FMLE:YEARS6-11  0.0000
## WPR:MLE:YEARS6-11-AMR:FMLE:YEARS6-11   0.0003
## EUR:FMLE:YEARS6-11-EMR:FMLE:YEARS6-11  0.9999
## SEAR:FMLE:YEARS6-11-EMR:FMLE:YEARS6-11 1.0000
## WPR:FMLE:YEARS6-11-EMR:FMLE:YEARS6-11  1.0000
## AFR:MLE:YEARS6-11-EMR:FMLE:YEARS6-11   0.9904
## AMR:MLE:YEARS6-11-EMR:FMLE:YEARS6-11   1.0000
## EMR:MLE:YEARS6-11-EMR:FMLE:YEARS6-11       NA
## EUR:MLE:YEARS6-11-EMR:FMLE:YEARS6-11   0.0000
## SEAR:MLE:YEARS6-11-EMR:FMLE:YEARS6-11  0.0000
## WPR:MLE:YEARS6-11-EMR:FMLE:YEARS6-11   0.0136
## SEAR:FMLE:YEARS6-11-EUR:FMLE:YEARS6-11 0.3749
## WPR:FMLE:YEARS6-11-EUR:FMLE:YEARS6-11  0.7465
## AFR:MLE:YEARS6-11-EUR:FMLE:YEARS6-11   1.0000
## AMR:MLE:YEARS6-11-EUR:FMLE:YEARS6-11   1.0000
## EMR:MLE:YEARS6-11-EUR:FMLE:YEARS6-11       NA
## EUR:MLE:YEARS6-11-EUR:FMLE:YEARS6-11   0.0000
## SEAR:MLE:YEARS6-11-EUR:FMLE:YEARS6-11  0.0001
## WPR:MLE:YEARS6-11-EUR:FMLE:YEARS6-11   0.3562
## WPR:FMLE:YEARS6-11-SEAR:FMLE:YEARS6-11 1.0000
## AFR:MLE:YEARS6-11-SEAR:FMLE:YEARS6-11  0.0035
## AMR:MLE:YEARS6-11-SEAR:FMLE:YEARS6-11  0.9623
## EMR:MLE:YEARS6-11-SEAR:FMLE:YEARS6-11      NA
## EUR:MLE:YEARS6-11-SEAR:FMLE:YEARS6-11  0.0000
## SEAR:MLE:YEARS6-11-SEAR:FMLE:YEARS6-11 0.0000
## WPR:MLE:YEARS6-11-SEAR:FMLE:YEARS6-11  0.0000
## AFR:MLE:YEARS6-11-WPR:FMLE:YEARS6-11   0.1332
## AMR:MLE:YEARS6-11-WPR:FMLE:YEARS6-11   0.9970
## EMR:MLE:YEARS6-11-WPR:FMLE:YEARS6-11       NA
## EUR:MLE:YEARS6-11-WPR:FMLE:YEARS6-11   0.0000
## SEAR:MLE:YEARS6-11-WPR:FMLE:YEARS6-11  0.0000
## WPR:MLE:YEARS6-11-WPR:FMLE:YEARS6-11   0.0002
## AMR:MLE:YEARS6-11-AFR:MLE:YEARS6-11    1.0000
## EMR:MLE:YEARS6-11-AFR:MLE:YEARS6-11        NA
## EUR:MLE:YEARS6-11-AFR:MLE:YEARS6-11    0.0000
## SEAR:MLE:YEARS6-11-AFR:MLE:YEARS6-11   0.0000
## WPR:MLE:YEARS6-11-AFR:MLE:YEARS6-11    0.1275
## EMR:MLE:YEARS6-11-AMR:MLE:YEARS6-11        NA
## EUR:MLE:YEARS6-11-AMR:MLE:YEARS6-11    0.0000
## SEAR:MLE:YEARS6-11-AMR:MLE:YEARS6-11   0.0000
## WPR:MLE:YEARS6-11-AMR:MLE:YEARS6-11    0.1384
## EUR:MLE:YEARS6-11-EMR:MLE:YEARS6-11        NA
## SEAR:MLE:YEARS6-11-EMR:MLE:YEARS6-11       NA
## WPR:MLE:YEARS6-11-EMR:MLE:YEARS6-11        NA
## SEAR:MLE:YEARS6-11-EUR:MLE:YEARS6-11   0.6953
## WPR:MLE:YEARS6-11-EUR:MLE:YEARS6-11    0.9704
## WPR:MLE:YEARS6-11-SEAR:MLE:YEARS6-11   1.0000

Tukey’s HSD test analyzes interaction between two or three factors. Since the confidence level is selected as 0.95, any p adj value less than 0.05 indicates that there is a high probability that the variation is not solely due to randomization. REGIONSEXAGEGROUP reuturns p values mostly more than 0.05, indicating difference in means of them is solely due to ransomization

Estimation (of Parameters)

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Diagnostics/Model Adequacy Checking

model=aov(Numeric~REGION*SEX, data=cig)
qqnorm(residuals(model))
qqline(residuals(model))

plot of chunk unnamed-chunk-9 From ANOVA we choose REGION*SEX as the model, which might lead most influence on ‘Numeric’. qqnorm plot and qqline of residuals exhibit linear pattern of residuals, which means previous the model used is valid.

interaction.plot(cig$REGION,cig$SEX,cig$Numeric)

plot of chunk unnamed-chunk-10

interaction.plot(cig$REGION,cig$AGEGROUP,cig$Numeric)

plot of chunk unnamed-chunk-10

interaction.plot(cig$AGEGROUP,cig$SEX,cig$Numeric)

plot of chunk unnamed-chunk-10 Interaction polt does not appear as parallel lines, however lines do not corss either, which means the REGION*SEX model is probably adequate to explain variance of Numeric. In addition, models about combinations of REGION and AGEGROUP, SEX and AGEGROUP also seem to be adequate through this interation plot.

plot(fitted(model),residuals(model))

plot of chunk unnamed-chunk-11 Plot of fitted model and residuals model shows residuals are evenly distributed on each side of 0, indicating the model is valid enough to explian the variance of ‘Numeric’.

4. References to the literature

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5. Appendices

A summary of, or pointer to, the raw data

http://apps.who.int/gho/data/view.main.EQTOBACCOEDUCv?lang=en