Results: Linear Regression

The GLMSELECT Procedure

Model Information

Data Set _TEMP0.CSVCOMPRESSEDWOBLANKS
Dependent Variable how_long_relationship
Selection Method None

Number of Observations

Number of Observations Read 2632
Number of Observations Used 2611

Class Level Information

Class Level Information
Class Levels Values
ppeducat 4 bachelor's degree or higher high school less than high school some college
ppethm 5 2+ races, non-hispani black, non-hispanic hispanic other, non-hispanic white, non-hispanic

Dimensions

Dimensions
Number of Effects 4
Number of Parameters 30

Model Building Summary

Least Squares Summary

Least Squares Summary
Step Effect
Entered
Number
Effects In
Number
Parms In
SBC
* Optimal Value of Criterion
0 Intercept 1 1 14249.6280
1 ppeducat 2 4 14075.0004*
2 ppethm 3 8 14086.9286
3 ppeducat*ppethm 4 20 14151.0948

Least Squares Model (No Selection)

Full Model

ANOVA

Analysis of Variance
Source DF Sum of
Squares
Mean
Square
F Value Pr > F
Model 19 55320 2911.59720 13.59 <.0001
Error 2591 555166 214.26725    
Corrected Total 2610 610487      

Fit Statistics

Root MSE 14.63787
Dependent Mean 17.43797
R-Square 0.0906
Adj R-Sq 0.0839
AIC 16647
AICC 16647
SBC 14151

Parameter Estimates

Parameter Estimates
Parameter DF Estimate Standard
Error
t Value Pr > |t|
Intercept 1 14.345849 0.635828 22.56 <.0001
ppeducat bachelor's degree or higher 1 0.917529 0.832963 1.10 0.2708
ppeducat high school 1 8.308300 0.921312 9.02 <.0001
ppeducat less than high school 1 13.660673 1.199744 11.39 <.0001
ppeducat some college 0 0 . . .
ppethm 2+ races, non-hispani 1 -3.338037 2.664607 -1.25 0.2104
ppethm black, non-hispanic 1 -0.611521 1.897972 -0.32 0.7473
ppethm hispanic 1 -1.018627 1.668839 -0.61 0.5417
ppethm other, non-hispanic 1 -0.488349 3.334313 -0.15 0.8836
ppethm white, non-hispanic 0 0 . . .
ppeducat*ppethm bachelor's degree or higher 2+ races, non-hispani 1 5.434658 3.812076 1.43 0.1541
ppeducat*ppethm bachelor's degree or higher black, non-hispanic 1 -2.653858 2.859579 -0.93 0.3535
ppeducat*ppethm bachelor's degree or higher hispanic 1 -1.296496 2.359249 -0.55 0.5827
ppeducat*ppethm bachelor's degree or higher other, non-hispanic 1 1.731971 3.961380 0.44 0.6620
ppeducat*ppethm bachelor's degree or higher white, non-hispanic 0 0 . . .
ppeducat*ppethm high school 2+ races, non-hispani 1 -0.013939 4.106170 -0.00 0.9973
ppeducat*ppethm high school black, non-hispanic 1 -4.380129 3.066515 -1.43 0.1533
ppeducat*ppethm high school hispanic 1 -4.508197 2.391870 -1.88 0.0596
ppeducat*ppethm high school other, non-hispanic 1 -17.609550 6.192381 -2.84 0.0045
ppeducat*ppethm high school white, non-hispanic 0 0 . . .
ppeducat*ppethm less than high school 2+ races, non-hispani 1 -10.972057 4.841492 -2.27 0.0235
ppeducat*ppethm less than high school black, non-hispanic 1 -5.738334 3.432149 -1.67 0.0947
ppeducat*ppethm less than high school hispanic 1 -1.487895 4.148715 -0.36 0.7199
ppeducat*ppethm less than high school other, non-hispanic 1 -7.743173 5.794780 -1.34 0.1816
ppeducat*ppethm less than high school white, non-hispanic 0 0 . . .
ppeducat*ppethm some college 2+ races, non-hispani 0 0 . . .
ppeducat*ppethm some college black, non-hispanic 0 0 . . .
ppeducat*ppethm some college hispanic 0 0 . . .
ppeducat*ppethm some college other, non-hispanic 0 0 . . .
ppeducat*ppethm some college white, non-hispanic 0 0 . . .

The PLM Procedure

Store Information

Store Information
Item Store WORK.GLMSELECT_STORE
Data Set Created From _TEMP0.CSVCOMPRESSEDWOBLANKS
Created By PROC GLMSELECT
Date Created 28APR16:23:40:40
Response Variable how_long_relationship
Class Variables ppeducat ppethm
Model Effects Intercept ppeducat ppethm ppeducat*ppethm

Class Level Information

Class Level Information
Class Levels Values
ppeducat 4 bachelor's degree or higher high school less than high school some college
ppethm 5 2+ races, non-hispani black, non-hispanic hispanic other, non-hispanic white, non-hispanic

LS-Means

ppeducat LS-Means

ppeducat Least Squares Means
ppeducat Estimate Standard Error DF t Value Pr > |t| Alpha Lower Upper
bachelor's degree or higher 14.8153 0.8601 2591 17.23 <.0001 0.05 13.1288 16.5019
high school 16.2605 1.3325 2591 12.20 <.0001 0.05 13.6475 18.8734
less than high school 21.7269 1.5271 2591 14.23 <.0001 0.05 18.7325 24.7214
some college 13.2545 0.9673 2591 13.70 <.0001 0.05 11.3578 15.1513

ppeducat Diffs

Differences of ppeducat Least Squares Means
Adjustment for Multiple Comparisons: Tukey-Kramer
ppeducat _ppeducat Estimate Standard Error DF t Value Pr > |t| Adj P Alpha Lower Upper Adj Lower Adj Upper
bachelor's degree or higher high school -1.4452 1.5860 2591 -0.91 0.3623 0.7989 0.05 -4.5551 1.6648 -5.5223 2.6320
bachelor's degree or higher less than high school -6.9116 1.7526 2591 -3.94 <.0001 0.0005 0.05 -10.3483 -3.4749 -11.4171 -2.4061
bachelor's degree or higher some college 1.5608 1.2944 2591 1.21 0.2280 0.6232 0.05 -0.9774 4.0989 -1.7667 4.8882
high school less than high school -5.4664 2.0267 2591 -2.70 0.0070 0.0354 0.05 -9.4407 -1.4922 -10.6766 -0.2563
high school some college 3.0059 1.6466 2591 1.83 0.0680 0.2615 0.05 -0.2229 6.2348 -1.2270 7.2389
less than high school some college 8.4724 1.8077 2591 4.69 <.0001 <.0001 0.05 4.9277 12.0170 3.8254 13.1193

ppeducat Diffogram

 Comparison = less than high school vs. some college  Comparison = less than high school vs. some college  Comparison = less than high school vs. high school  Comparison = less than high school vs. high school  Comparison = less than high school vs. bachelor's degree or higher  Comparison = less than high school vs. bachelor's degree or higher  Comparison = high school vs. some college  Comparison = high school vs. some college  Comparison = bachelor's degree or higher vs. some college  Comparison = bachelor's degree or higher vs. some college  Comparison = high school vs. bachelor's degree or higher  Comparison = high school vs. bachelor's degree or higher  Slope = 1 
 Y = 0  Mean = 13.2545 (some college)  Mean = 13.2545 (some college)  Mean = 21.7269 (less than high school)  Mean = 21.7269 (less than high school)  Mean = 16.2605 (high school)  Mean = 16.2605 (high school)  Mean = 14.8153 (bachelor's degree or higher)  Mean = 14.8153 (bachelor's degree or higher)  Mean = 13.2545 (some college)  Mean = 13.2545 (some college)  Mean = 21.7269 (less than high school)  Mean = 21.7269 (less than high school)  Mean = 16.2605 (high school)  Mean = 16.2605 (high school)  Mean = 14.8153 (bachelor's degree or higher)  Mean = 14.8153 (bachelor's degree or higher)
Plot of all pairwise how_long_relationship least-squares means differences for ppeducat with Tukey-Kramer adjustment at significance level 0.05.

ppethm LS-Means

ppethm Least Squares Means
ppethm Estimate Standard Error DF t Value Pr > |t| Alpha Lower Upper
2+ races, non-hispani 15.3416 1.5504 2591 9.90 <.0001 0.05 12.3015 18.3817
black, non-hispanic 16.2629 1.1175 2591 14.55 <.0001 0.05 14.0715 18.4542
hispanic 17.2257 1.1390 2591 15.12 <.0001 0.05 14.9924 19.4591
other, non-hispanic 13.6739 1.9876 2591 6.88 <.0001 0.05 9.7765 17.5714
white, non-hispanic 20.0675 0.3686 2591 54.45 <.0001 0.05 19.3448 20.7902

ppethm Diffs

Differences of ppethm Least Squares Means
Adjustment for Multiple Comparisons: Tukey-Kramer
ppethm _ppethm Estimate Standard Error DF t Value Pr > |t| Adj P Alpha Lower Upper Adj Lower Adj Upper
2+ races, non-hispani black, non-hispanic -0.9213 1.9112 2591 -0.48 0.6298 0.9890 0.05 -4.6688 2.8263 -6.1382 4.2956
2+ races, non-hispani hispanic -1.8841 1.9238 2591 -0.98 0.3275 0.8646 0.05 -5.6564 1.8882 -7.1354 3.3672
2+ races, non-hispani other, non-hispanic 1.6677 2.5208 2591 0.66 0.5083 0.9645 0.05 -3.2752 6.6106 -5.2132 8.5486
2+ races, non-hispani white, non-hispanic -4.7259 1.5936 2591 -2.97 0.0030 0.0254 0.05 -7.8507 -1.6010 -9.0759 -0.3759
black, non-hispanic hispanic -0.9628 1.5957 2591 -0.60 0.5463 0.9746 0.05 -4.0917 2.1661 -5.3185 3.3928
black, non-hispanic other, non-hispanic 2.5889 2.2802 2591 1.14 0.2563 0.7877 0.05 -1.8823 7.0602 -3.6354 8.8133
black, non-hispanic white, non-hispanic -3.8046 1.1767 2591 -3.23 0.0012 0.0109 0.05 -6.1121 -1.4971 -7.0168 -0.5924
hispanic other, non-hispanic 3.5518 2.2908 2591 1.55 0.1212 0.5296 0.05 -0.9402 8.0437 -2.7014 9.8050
hispanic white, non-hispanic -2.8418 1.1971 2591 -2.37 0.0177 0.1228 0.05 -5.1891 -0.4944 -6.1095 0.4260
other, non-hispanic white, non-hispanic -6.3935 2.0215 2591 -3.16 0.0016 0.0137 0.05 -10.3574 -2.4297 -11.9116 -0.8755

ppethm Diffogram

 Comparison = white, non-hispanic vs. other, non-hispanic  Comparison = white, non-hispanic vs. other, non-hispanic  Comparison = white, non-hispanic vs. black, non-hispanic  Comparison = white, non-hispanic vs. black, non-hispanic  Comparison = white, non-hispanic vs. 2+ races, non-hispani  Comparison = white, non-hispanic vs. 2+ races, non-hispani  Comparison = white, non-hispanic vs. hispanic  Comparison = white, non-hispanic vs. hispanic  Comparison = hispanic vs. other, non-hispanic  Comparison = hispanic vs. other, non-hispanic  Comparison = black, non-hispanic vs. other, non-hispanic  Comparison = black, non-hispanic vs. other, non-hispanic  Comparison = hispanic vs. black, non-hispanic  Comparison = hispanic vs. black, non-hispanic  Comparison = 2+ races, non-hispani vs. other, non-hispanic  Comparison = 2+ races, non-hispani vs. other, non-hispanic  Comparison = hispanic vs. 2+ races, non-hispani  Comparison = hispanic vs. 2+ races, non-hispani  Comparison = black, non-hispanic vs. 2+ races, non-hispani  Comparison = black, non-hispanic vs. 2+ races, non-hispani  Slope = 1 
 Y = 0  Mean = 20.0675 (white, non-hispanic)  Mean = 20.0675 (white, non-hispanic)  Mean = 13.6739 (other, non-hispanic)  Mean = 13.6739 (other, non-hispanic)  Mean = 17.2257 (hispanic)  Mean = 17.2257 (hispanic)  Mean = 16.2629 (black, non-hispanic)  Mean = 16.2629 (black, non-hispanic)  Mean = 15.3416 (2+ races, non-hispani)  Mean = 15.3416 (2+ races, non-hispani)  Mean = 20.0675 (white, non-hispanic)  Mean = 20.0675 (white, non-hispanic)  Mean = 13.6739 (other, non-hispanic)  Mean = 13.6739 (other, non-hispanic)  Mean = 17.2257 (hispanic)  Mean = 17.2257 (hispanic)  Mean = 16.2629 (black, non-hispanic)  Mean = 16.2629 (black, non-hispanic)  Mean = 15.3416 (2+ races, non-hispani)  Mean = 15.3416 (2+ races, non-hispani)
Plot of all pairwise how_long_relationship least-squares means differences for ppethm with Tukey-Kramer adjustment at significance level 0.05.

ppeducat*ppethm LS-Means

ppeducat*ppethm Least Squares Means
ppeducat ppethm Estimate Standard Error DF t Value Pr > |t| Alpha Lower Upper
bachelor's degree or higher 2+ races, non-hispani 17.3600 2.6725 2591 6.50 <.0001 0.05 12.1196 22.6004
bachelor's degree or higher black, non-hispanic 11.9980 2.0701 2591 5.80 <.0001 0.05 7.9388 16.0572
bachelor's degree or higher hispanic 12.9483 1.5784 2591 8.20 <.0001 0.05 9.8531 16.0434
bachelor's degree or higher other, non-hispanic 16.5070 2.0701 2591 7.97 <.0001 0.05 12.4478 20.5662
bachelor's degree or higher white, non-hispanic 15.2634 0.5381 2591 28.37 <.0001 0.05 14.2082 16.3185
high school 2+ races, non-hispani 19.3022 3.0522 2591 6.32 <.0001 0.05 13.3172 25.2872
high school black, non-hispanic 17.6625 2.3145 2591 7.63 <.0001 0.05 13.1241 22.2009
high school hispanic 17.1273 1.5784 2591 10.85 <.0001 0.05 14.0322 20.2225
high school other, non-hispanic 4.5563 5.1753 2591 0.88 0.3787 0.05 -5.5918 14.7043
high school white, non-hispanic 22.6541 0.6667 2591 33.98 <.0001 0.05 21.3468 23.9615
less than high school 2+ races, non-hispani 13.6964 3.9121 2591 3.50 0.0005 0.05 6.0252 21.3677
less than high school black, non-hispanic 21.6567 2.6725 2591 8.10 <.0001 0.05 16.4162 26.8971
less than high school hispanic 25.5000 3.6595 2591 6.97 <.0001 0.05 18.3242 32.6758
less than high school other, non-hispanic 19.7750 4.6289 2591 4.27 <.0001 0.05 10.6983 28.8517
less than high school white, non-hispanic 28.0065 1.0174 2591 27.53 <.0001 0.05 26.0115 30.0015
some college 2+ races, non-hispani 11.0078 2.5876 2591 4.25 <.0001 0.05 5.9338 16.0819
some college black, non-hispanic 13.7343 1.7883 2591 7.68 <.0001 0.05 10.2277 17.2410
some college hispanic 13.3272 1.5430 2591 8.64 <.0001 0.05 10.3016 16.3528
some college other, non-hispanic 13.8575 3.2731 2591 4.23 <.0001 0.05 7.4393 20.2757
some college white, non-hispanic 14.3458 0.6358 2591 22.56 <.0001 0.05 13.0991 15.5926

ppeducat*ppethm Diffs

Differences of ppeducat*ppethm Least Squares Means
Adjustment for Multiple Comparisons: Tukey-Kramer
ppeducat ppethm _ppeducat _ppethm Estimate Standard Error DF t Value Pr > |t| Adj P Alpha Lower Upper Adj Lower Adj Upper
bachelor's degree or higher 2+ races, non-hispani bachelor's degree or higher black, non-hispanic 5.3620 3.3805 2591 1.59 0.1128 0.9904 0.05 -1.2667 11.9907 -6.6303 17.3543
bachelor's degree or higher 2+ races, non-hispani bachelor's degree or higher hispanic 4.4117 3.1038 2591 1.42 0.1553 0.9975 0.05 -1.6745 10.4980 -6.5992 15.4226
bachelor's degree or higher 2+ races, non-hispani bachelor's degree or higher other, non-hispanic 0.8530 3.3805 2591 0.25 0.8008 1.0000 0.05 -5.7757 7.4817 -11.1393 12.8453
bachelor's degree or higher 2+ races, non-hispani bachelor's degree or higher white, non-hispanic 2.0966 2.7261 2591 0.77 0.4419 1.0000 0.05 -3.2490 7.4422 -7.5744 11.7676
bachelor's degree or higher 2+ races, non-hispani high school 2+ races, non-hispani -1.9422 4.0569 2591 -0.48 0.6322 1.0000 0.05 -9.8972 6.0129 -16.3340 12.4497
bachelor's degree or higher 2+ races, non-hispani high school black, non-hispanic -0.3025 3.5354 2591 -0.09 0.9318 1.0000 0.05 -7.2350 6.6300 -12.8444 12.2394
bachelor's degree or higher 2+ races, non-hispani high school hispanic 0.2327 3.1038 2591 0.07 0.9402 1.0000 0.05 -5.8536 6.3189 -10.7782 11.2436
bachelor's degree or higher 2+ races, non-hispani high school other, non-hispanic 12.8037 5.8246 2591 2.20 0.0280 0.8017 0.05 1.3825 24.2250 -7.8591 33.4666
bachelor's degree or higher 2+ races, non-hispani high school white, non-hispanic -5.2941 2.7544 2591 -1.92 0.0547 0.9310 0.05 -10.6952 0.1069 -15.0655 4.4772
bachelor's degree or higher 2+ races, non-hispani less than high school 2+ races, non-hispani 3.6636 4.7378 2591 0.77 0.4394 1.0000 0.05 -5.6267 12.9539 -13.1440 20.4712
bachelor's degree or higher 2+ races, non-hispani less than high school black, non-hispanic -4.2967 3.7795 2591 -1.14 0.2557 0.9999 0.05 -11.7078 3.1144 -17.7045 9.1111
bachelor's degree or higher 2+ races, non-hispani less than high school hispanic -8.1400 4.5314 2591 -1.80 0.0726 0.9635 0.05 -17.0256 0.7456 -24.2154 7.9354
bachelor's degree or higher 2+ races, non-hispani less than high school other, non-hispanic -2.4150 5.3450 2591 -0.45 0.6514 1.0000 0.05 -12.8959 8.0659 -21.3765 16.5465
bachelor's degree or higher 2+ races, non-hispani less than high school white, non-hispanic -10.6465 2.8596 2591 -3.72 0.0002 0.0276 0.05 -16.2539 -5.0392 -20.7911 -0.5020
bachelor's degree or higher 2+ races, non-hispani some college 2+ races, non-hispani 6.3522 3.7200 2591 1.71 0.0878 0.9783 0.05 -0.9422 13.6466 -6.8445 19.5488
bachelor's degree or higher 2+ races, non-hispani some college black, non-hispanic 3.6257 3.2156 2591 1.13 0.2596 0.9999 0.05 -2.6798 9.9311 -7.7819 15.0332
bachelor's degree or higher 2+ races, non-hispani some college hispanic 4.0328 3.0859 2591 1.31 0.1914 0.9992 0.05 -2.0184 10.0839 -6.9147 14.9802
bachelor's degree or higher 2+ races, non-hispani some college other, non-hispanic 3.5025 4.2256 2591 0.83 0.4072 1.0000 0.05 -4.7834 11.7884 -11.4879 18.4929
bachelor's degree or higher 2+ races, non-hispani some college white, non-hispanic 3.0142 2.7471 2591 1.10 0.2726 0.9999 0.05 -2.3726 8.4009 -6.7312 12.7595
bachelor's degree or higher black, non-hispanic bachelor's degree or higher hispanic -0.9503 2.6032 2591 -0.37 0.7151 1.0000 0.05 -6.0549 4.1544 -10.1853 8.2848
bachelor's degree or higher black, non-hispanic bachelor's degree or higher other, non-hispanic -4.5090 2.9276 2591 -1.54 0.1236 0.9932 0.05 -10.2496 1.2316 -14.8946 5.8766
bachelor's degree or higher black, non-hispanic bachelor's degree or higher white, non-hispanic -3.2654 2.1389 2591 -1.53 0.1270 0.9939 0.05 -7.4595 0.9287 -10.8532 4.3224
bachelor's degree or higher black, non-hispanic high school 2+ races, non-hispani -7.3042 3.6880 2591 -1.98 0.0477 0.9105 0.05 -14.5359 -0.07246 -20.3874 5.7791
bachelor's degree or higher black, non-hispanic high school black, non-hispanic -5.6645 3.1052 2591 -1.82 0.0682 0.9575 0.05 -11.7533 0.4243 -16.6801 5.3511
bachelor's degree or higher black, non-hispanic high school hispanic -5.1293 2.6032 2591 -1.97 0.0489 0.9143 0.05 -10.2340 -0.02470 -14.3644 4.1057
bachelor's degree or higher black, non-hispanic high school other, non-hispanic 7.4417 5.5739 2591 1.34 0.1820 0.9989 0.05 -3.4881 18.3716 -12.3319 27.2154
bachelor's degree or higher black, non-hispanic high school white, non-hispanic -10.6561 2.1748 2591 -4.90 <.0001 0.0002 0.05 -14.9207 -6.3916 -18.3714 -2.9409
bachelor's degree or higher black, non-hispanic less than high school 2+ races, non-hispani -1.6984 4.4261 2591 -0.38 0.7012 1.0000 0.05 -10.3774 6.9806 -17.4001 14.0032
bachelor's degree or higher black, non-hispanic less than high school black, non-hispanic -9.6587 3.3805 2591 -2.86 0.0043 0.3176 0.05 -16.2874 -3.0300 -21.6510 2.3336
bachelor's degree or higher black, non-hispanic less than high school hispanic -13.5020 4.2044 2591 -3.21 0.0013 0.1363 0.05 -21.7463 -5.2577 -28.4173 1.4133
bachelor's degree or higher black, non-hispanic less than high school other, non-hispanic -7.7770 5.0707 2591 -1.53 0.1252 0.9935 0.05 -17.7200 2.1660 -25.7655 10.2115
bachelor's degree or higher black, non-hispanic less than high school white, non-hispanic -16.0085 2.3066 2591 -6.94 <.0001 <.0001 0.05 -20.5315 -11.4855 -24.1913 -7.8258
bachelor's degree or higher black, non-hispanic some college 2+ races, non-hispani 0.9902 3.3138 2591 0.30 0.7651 1.0000 0.05 -5.5078 7.4881 -10.7656 12.7459
bachelor's degree or higher black, non-hispanic some college black, non-hispanic -1.7363 2.7356 2591 -0.63 0.5257 1.0000 0.05 -7.1005 3.6278 -11.4408 7.9682
bachelor's degree or higher black, non-hispanic some college hispanic -1.3292 2.5819 2591 -0.51 0.6067 1.0000 0.05 -6.3920 3.7335 -10.4885 7.8301
bachelor's degree or higher black, non-hispanic some college other, non-hispanic -1.8595 3.8728 2591 -0.48 0.6312 1.0000 0.05 -9.4536 5.7346 -15.5984 11.8794
bachelor's degree or higher black, non-hispanic some college white, non-hispanic -2.3478 2.1656 2591 -1.08 0.2784 0.9999 0.05 -6.5942 1.8985 -10.0302 5.3345
bachelor's degree or higher hispanic bachelor's degree or higher other, non-hispanic -3.5587 2.6032 2591 -1.37 0.1717 0.9985 0.05 -8.6634 1.5459 -12.7938 5.6763
bachelor's degree or higher hispanic bachelor's degree or higher white, non-hispanic -2.3151 1.6676 2591 -1.39 0.1652 0.9981 0.05 -5.5852 0.9549 -8.2311 3.6009
bachelor's degree or higher hispanic high school 2+ races, non-hispani -6.3539 3.4362 2591 -1.85 0.0646 0.9516 0.05 -13.0919 0.3841 -18.5439 5.8361
bachelor's degree or higher hispanic high school black, non-hispanic -4.7142 2.8015 2591 -1.68 0.0925 0.9814 0.05 -10.2076 0.7791 -14.6525 5.2240
bachelor's degree or higher hispanic high school hispanic -4.1791 2.2323 2591 -1.87 0.0613 0.9457 0.05 -8.5563 0.1981 -12.0981 3.7399
bachelor's degree or higher hispanic high school other, non-hispanic 8.3920 5.4106 2591 1.55 0.1210 0.9926 0.05 -2.2176 19.0016 -10.8023 27.5864
bachelor's degree or higher hispanic high school white, non-hispanic -9.7059 1.7135 2591 -5.66 <.0001 <.0001 0.05 -13.0658 -6.3460 -15.7845 -3.6273
bachelor's degree or higher hispanic less than high school 2+ races, non-hispani -0.7482 4.2186 2591 -0.18 0.8592 1.0000 0.05 -9.0203 7.5239 -15.7136 14.2173
bachelor's degree or higher hispanic less than high school black, non-hispanic -8.7084 3.1038 2591 -2.81 0.0051 0.3522 0.05 -14.7946 -2.6222 -19.7193 2.3025
bachelor's degree or higher hispanic less than high school hispanic -12.5517 3.9854 2591 -3.15 0.0017 0.1607 0.05 -20.3666 -4.7369 -26.6900 1.5865
bachelor's degree or higher hispanic less than high school other, non-hispanic -6.8267 4.8906 2591 -1.40 0.1629 0.9980 0.05 -16.4167 2.7632 -24.1764 10.5229
bachelor's degree or higher hispanic less than high school white, non-hispanic -15.0583 1.8779 2591 -8.02 <.0001 <.0001 0.05 -18.7406 -11.3759 -21.7202 -8.3963
bachelor's degree or higher hispanic some college 2+ races, non-hispani 1.9404 3.0311 2591 0.64 0.5221 1.0000 0.05 -4.0031 7.8840 -8.8123 12.6932
bachelor's degree or higher hispanic some college black, non-hispanic -0.7861 2.3853 2591 -0.33 0.7418 1.0000 0.05 -5.4633 3.8911 -9.2479 7.6757
bachelor's degree or higher hispanic some college hispanic -0.3790 2.2073 2591 -0.17 0.8637 1.0000 0.05 -4.7072 3.9493 -8.2095 7.4515
bachelor's degree or higher hispanic some college other, non-hispanic -0.9092 3.6338 2591 -0.25 0.8024 1.0000 0.05 -8.0348 6.2163 -13.8004 11.9819
bachelor's degree or higher hispanic some college white, non-hispanic -1.3976 1.7017 2591 -0.82 0.4116 1.0000 0.05 -4.7344 1.9392 -7.4344 4.6392
bachelor's degree or higher other, non-hispanic bachelor's degree or higher white, non-hispanic 1.2436 2.1389 2591 0.58 0.5610 1.0000 0.05 -2.9505 5.4377 -6.3442 8.8314
bachelor's degree or higher other, non-hispanic high school 2+ races, non-hispani -2.7952 3.6880 2591 -0.76 0.4486 1.0000 0.05 -10.0269 4.4365 -15.8784 10.2881
bachelor's degree or higher other, non-hispanic high school black, non-hispanic -1.1555 3.1052 2591 -0.37 0.7098 1.0000 0.05 -7.2443 4.9333 -12.1711 9.8601
bachelor's degree or higher other, non-hispanic high school hispanic -0.6203 2.6032 2591 -0.24 0.8117 1.0000 0.05 -5.7250 4.4843 -9.8554 8.6147
bachelor's degree or higher other, non-hispanic high school other, non-hispanic 11.9507 5.5739 2591 2.14 0.0321 0.8335 0.05 1.0209 22.8806 -7.8229 31.7244
bachelor's degree or higher other, non-hispanic high school white, non-hispanic -6.1471 2.1748 2591 -2.83 0.0047 0.3380 0.05 -10.4117 -1.8826 -13.8624 1.5681
bachelor's degree or higher other, non-hispanic less than high school 2+ races, non-hispani 2.8106 4.4261 2591 0.64 0.5255 1.0000 0.05 -5.8684 11.4896 -12.8911 18.5122
bachelor's degree or higher other, non-hispanic less than high school black, non-hispanic -5.1497 3.3805 2591 -1.52 0.1278 0.9940 0.05 -11.7784 1.4790 -17.1420 6.8426
bachelor's degree or higher other, non-hispanic less than high school hispanic -8.9930 4.2044 2591 -2.14 0.0325 0.8363 0.05 -17.2373 -0.7487 -23.9083 5.9223
bachelor's degree or higher other, non-hispanic less than high school other, non-hispanic -3.2680 5.0707 2591 -0.64 0.5193 1.0000 0.05 -13.2110 6.6750 -21.2565 14.7205
bachelor's degree or higher other, non-hispanic less than high school white, non-hispanic -11.4995 2.3066 2591 -4.99 <.0001 0.0001 0.05 -16.0225 -6.9765 -19.6823 -3.3168
bachelor's degree or higher other, non-hispanic some college 2+ races, non-hispani 5.4992 3.3138 2591 1.66 0.0971 0.9840 0.05 -0.9988 11.9971 -6.2566 17.2549
bachelor's degree or higher other, non-hispanic some college black, non-hispanic 2.7727 2.7356 2591 1.01 0.3109 1.0000 0.05 -2.5915 8.1368 -6.9318 12.4772
bachelor's degree or higher other, non-hispanic some college hispanic 3.1798 2.5819 2591 1.23 0.2182 0.9996 0.05 -1.8830 8.2425 -5.9795 12.3391
bachelor's degree or higher other, non-hispanic some college other, non-hispanic 2.6495 3.8728 2591 0.68 0.4940 1.0000 0.05 -4.9446 10.2436 -11.0894 16.3884
bachelor's degree or higher other, non-hispanic some college white, non-hispanic 2.1612 2.1656 2591 1.00 0.3184 1.0000 0.05 -2.0852 6.4075 -5.5212 9.8435
bachelor's degree or higher white, non-hispanic high school 2+ races, non-hispani -4.0388 3.0993 2591 -1.30 0.1926 0.9992 0.05 -10.1161 2.0385 -15.0336 6.9560
bachelor's degree or higher white, non-hispanic high school black, non-hispanic -2.3991 2.3762 2591 -1.01 0.3128 1.0000 0.05 -7.0585 2.2603 -10.8287 6.0304
bachelor's degree or higher white, non-hispanic high school hispanic -1.8639 1.6676 2591 -1.12 0.2638 0.9999 0.05 -5.1340 1.4061 -7.7800 4.0521
bachelor's degree or higher white, non-hispanic high school other, non-hispanic 10.7071 5.2032 2591 2.06 0.0397 0.8777 0.05 0.5043 20.9099 -7.7512 29.1655
bachelor's degree or higher white, non-hispanic high school white, non-hispanic -7.3908 0.8568 2591 -8.63 <.0001 <.0001 0.05 -9.0708 -5.7107 -10.4303 -4.3513
bachelor's degree or higher white, non-hispanic less than high school 2+ races, non-hispani 1.5669 3.9490 2591 0.40 0.6915 1.0000 0.05 -6.1765 9.3104 -12.4421 15.5760
bachelor's degree or higher white, non-hispanic less than high school black, non-hispanic -6.3933 2.7261 2591 -2.35 0.0191 0.7023 0.05 -11.7389 -1.0477 -16.0643 3.2777
bachelor's degree or higher white, non-hispanic less than high school hispanic -10.2366 3.6988 2591 -2.77 0.0057 0.3790 0.05 -17.4896 -2.9837 -23.3583 2.8850
bachelor's degree or higher white, non-hispanic less than high school other, non-hispanic -4.5116 4.6601 2591 -0.97 0.3331 1.0000 0.05 -13.6495 4.6262 -21.0434 12.0201
bachelor's degree or higher white, non-hispanic less than high school white, non-hispanic -12.7431 1.1509 2591 -11.07 <.0001 <.0001 0.05 -15.0000 -10.4863 -16.8261 -8.6602
bachelor's degree or higher white, non-hispanic some college 2+ races, non-hispani 4.2556 2.6430 2591 1.61 0.1075 0.9886 0.05 -0.9270 9.4382 -5.1205 13.6316
bachelor's degree or higher white, non-hispanic some college black, non-hispanic 1.5291 1.8675 2591 0.82 0.4130 1.0000 0.05 -2.1329 5.1910 -5.0960 8.1541
bachelor's degree or higher white, non-hispanic some college hispanic 1.9362 1.6341 2591 1.18 0.2362 0.9998 0.05 -1.2681 5.1404 -3.8609 7.7332
bachelor's degree or higher white, non-hispanic some college other, non-hispanic 1.4059 3.3171 2591 0.42 0.6717 1.0000 0.05 -5.0985 7.9102 -10.3615 13.1733
bachelor's degree or higher white, non-hispanic some college white, non-hispanic 0.9175 0.8330 2591 1.10 0.2708 0.9999 0.05 -0.7158 2.5509 -2.0374 3.8725
high school 2+ races, non-hispani high school black, non-hispanic 1.6397 3.8305 2591 0.43 0.6686 1.0000 0.05 -5.8715 9.1508 -11.9491 15.2284
high school 2+ races, non-hispani high school hispanic 2.1748 3.4362 2591 0.63 0.5268 1.0000 0.05 -4.5631 8.9128 -10.0152 14.3648
high school 2+ races, non-hispani high school other, non-hispanic 14.7459 6.0083 2591 2.45 0.0142 0.6197 0.05 2.9644 26.5274 -6.5686 36.0604
high school 2+ races, non-hispani high school white, non-hispanic -3.3520 3.1242 2591 -1.07 0.2834 1.0000 0.05 -9.4781 2.7742 -14.4351 7.7311
high school 2+ races, non-hispani less than high school 2+ races, non-hispani 5.6057 4.9619 2591 1.13 0.2587 0.9999 0.05 -4.1240 15.3355 -11.9968 23.2083
high school 2+ races, non-hispani less than high school black, non-hispanic -2.3545 4.0569 2591 -0.58 0.5617 1.0000 0.05 -10.3095 5.6005 -16.7464 12.0374
high school 2+ races, non-hispani less than high school hispanic -6.1978 4.7653 2591 -1.30 0.1935 0.9992 0.05 -15.5419 3.1463 -23.1027 10.7070
high school 2+ races, non-hispani less than high school other, non-hispanic -0.4728 5.5446 2591 -0.09 0.9320 1.0000 0.05 -11.3451 10.3995 -20.1425 19.1968
high school 2+ races, non-hispani less than high school white, non-hispanic -8.7043 3.2173 2591 -2.71 0.0069 0.4244 0.05 -15.0131 -2.3956 -20.1178 2.7091
high school 2+ races, non-hispani some college 2+ races, non-hispani 8.2944 4.0015 2591 2.07 0.0383 0.8706 0.05 0.4479 16.1408 -5.9010 22.4897
high school 2+ races, non-hispani some college black, non-hispanic 5.5678 3.5375 2591 1.57 0.1156 0.9912 0.05 -1.3688 12.5045 -6.9816 18.1173
high school 2+ races, non-hispani some college hispanic 5.9750 3.4200 2591 1.75 0.0807 0.9724 0.05 -0.7313 12.6813 -6.1578 18.1077
high school 2+ races, non-hispani some college other, non-hispanic 5.4447 4.4754 2591 1.22 0.2239 0.9997 0.05 -3.3311 14.2204 -10.4320 21.3213
high school 2+ races, non-hispani some college white, non-hispanic 4.9563 3.1177 2591 1.59 0.1120 0.9901 0.05 -1.1572 11.0698 -6.1039 16.0166
high school black, non-hispanic high school hispanic 0.5352 2.8015 2591 0.19 0.8485 1.0000 0.05 -4.9581 6.0285 -9.4031 10.4734
high school black, non-hispanic high school other, non-hispanic 13.1062 5.6692 2591 2.31 0.0209 0.7263 0.05 1.9896 24.2229 -7.0055 33.2180
high school black, non-hispanic high school white, non-hispanic -4.9916 2.4086 2591 -2.07 0.0383 0.8708 0.05 -9.7146 -0.2687 -13.5361 3.5528
high school black, non-hispanic less than high school 2+ races, non-hispani 3.9661 4.5455 2591 0.87 0.3830 1.0000 0.05 -4.9471 12.8792 -12.1592 20.0913
high school black, non-hispanic less than high school black, non-hispanic -3.9942 3.5354 2591 -1.13 0.2587 0.9999 0.05 -10.9266 2.9383 -16.5360 8.5477
high school black, non-hispanic less than high school hispanic -7.8375 4.3299 2591 -1.81 0.0704 0.9606 0.05 -16.3280 0.6530 -23.1981 7.5231
high school black, non-hispanic less than high school other, non-hispanic -2.1125 5.1753 2591 -0.41 0.6832 1.0000 0.05 -12.2606 8.0356 -20.4719 16.2469
high school black, non-hispanic less than high school white, non-hispanic -10.3440 2.5282 2591 -4.09 <.0001 0.0069 0.05 -15.3015 -5.3865 -19.3129 -1.3752
high school black, non-hispanic some college 2+ races, non-hispani 6.6547 3.4717 2591 1.92 0.0554 0.9326 0.05 -0.1529 13.4622 -5.6612 18.9706
high school black, non-hispanic some college black, non-hispanic 3.9282 2.9248 2591 1.34 0.1794 0.9988 0.05 -1.8071 9.6634 -6.4478 14.3041
high school black, non-hispanic some college hispanic 4.3353 2.7816 2591 1.56 0.1192 0.9922 0.05 -1.1192 9.7897 -5.5326 14.2032
high school black, non-hispanic some college other, non-hispanic 3.8050 4.0087 2591 0.95 0.3426 1.0000 0.05 -4.0557 11.6657 -10.4161 18.0261
high school black, non-hispanic some college white, non-hispanic 3.3167 2.4002 2591 1.38 0.1671 0.9982 0.05 -1.3899 8.0232 -5.1981 11.8314
high school hispanic high school other, non-hispanic 12.5711 5.4106 2591 2.32 0.0202 0.7181 0.05 1.9615 23.1807 -6.6233 31.7654
high school hispanic high school white, non-hispanic -5.5268 1.7135 2591 -3.23 0.0013 0.1312 0.05 -8.8868 -2.1669 -11.6054 0.5518
high school hispanic less than high school 2+ races, non-hispani 3.4309 4.2186 2591 0.81 0.4161 1.0000 0.05 -4.8412 11.7030 -11.5346 18.3964
high school hispanic less than high school black, non-hispanic -4.5293 3.1038 2591 -1.46 0.1446 0.9965 0.05 -10.6156 1.5569 -15.5402 6.4816
high school hispanic less than high school hispanic -8.3727 3.9854 2591 -2.10 0.0358 0.8566 0.05 -16.1875 -0.5578 -22.5109 5.7655
high school hispanic less than high school other, non-hispanic -2.6477 4.8906 2591 -0.54 0.5883 1.0000 0.05 -12.2376 6.9423 -19.9973 14.7019
high school hispanic less than high school white, non-hispanic -10.8792 1.8779 2591 -5.79 <.0001 <.0001 0.05 -14.5616 -7.1968 -17.5412 -4.2172
high school hispanic some college 2+ races, non-hispani 6.1195 3.0311 2591 2.02 0.0436 0.8950 0.05 0.1760 12.0631 -4.6333 16.8723
high school hispanic some college black, non-hispanic 3.3930 2.3853 2591 1.42 0.1550 0.9975 0.05 -1.2842 8.0702 -5.0688 11.8548
high school hispanic some college hispanic 3.8001 2.2073 2591 1.72 0.0853 0.9763 0.05 -0.5282 8.1284 -4.0304 11.6306
high school hispanic some college other, non-hispanic 3.2698 3.6338 2591 0.90 0.3683 1.0000 0.05 -3.8557 10.3954 -9.6213 16.1610
high school hispanic some college white, non-hispanic 2.7815 1.7017 2591 1.63 0.1023 0.9865 0.05 -0.5553 6.1183 -3.2553 8.8183
high school other, non-hispanic high school white, non-hispanic -18.0979 5.2180 2591 -3.47 0.0005 0.0644 0.05 -28.3298 -7.8659 -36.6090 0.4132
high school other, non-hispanic less than high school 2+ races, non-hispani -9.1402 6.4875 2591 -1.41 0.1590 0.9977 0.05 -21.8615 3.5811 -32.1549 13.8746
high school other, non-hispanic less than high school black, non-hispanic -17.1004 5.8246 2591 -2.94 0.0034 0.2685 0.05 -28.5217 -5.6791 -37.7632 3.5624
high school other, non-hispanic less than high school hispanic -20.9437 6.3384 2591 -3.30 0.0010 0.1052 0.05 -33.3726 -8.5149 -43.4293 1.5418
high school other, non-hispanic less than high school other, non-hispanic -15.2187 6.9434 2591 -2.19 0.0285 0.8056 0.05 -28.8338 -1.6037 -39.8505 9.4130
high school other, non-hispanic less than high school white, non-hispanic -23.4503 5.2743 2591 -4.45 <.0001 0.0015 0.05 -33.7926 -13.1080 -42.1611 -4.7395
high school other, non-hispanic some college 2+ races, non-hispani -6.4516 5.7861 2591 -1.12 0.2650 0.9999 0.05 -17.7975 4.8943 -26.9780 14.0749
high school other, non-hispanic some college black, non-hispanic -9.1781 5.4755 2591 -1.68 0.0938 0.9822 0.05 -19.9149 1.5588 -28.6027 10.2465
high school other, non-hispanic some college hispanic -8.7710 5.4004 2591 -1.62 0.1045 0.9874 0.05 -19.3605 1.8185 -27.9290 10.3870
high school other, non-hispanic some college other, non-hispanic -9.3012 6.1235 2591 -1.52 0.1289 0.9942 0.05 -21.3086 2.7061 -31.0244 12.4219
high school other, non-hispanic some college white, non-hispanic -9.7896 5.2142 2591 -1.88 0.0606 0.9442 0.05 -20.0140 0.4348 -28.2870 8.7078
high school white, non-hispanic less than high school 2+ races, non-hispani 8.9577 3.9685 2591 2.26 0.0241 0.7639 0.05 1.1759 16.7396 -5.1208 23.0362
high school white, non-hispanic less than high school black, non-hispanic 0.9975 2.7544 2591 0.36 0.7173 1.0000 0.05 -4.4036 6.3986 -8.7739 10.7688
high school white, non-hispanic less than high school hispanic -2.8459 3.7197 2591 -0.77 0.4443 1.0000 0.05 -10.1398 4.4481 -16.0416 10.3499
high school white, non-hispanic less than high school other, non-hispanic 2.8791 4.6767 2591 0.62 0.5382 1.0000 0.05 -6.2912 12.0495 -13.7115 19.4698
high school white, non-hispanic less than high school white, non-hispanic -5.3524 1.2164 2591 -4.40 <.0001 0.0019 0.05 -7.7376 -2.9671 -9.6676 -1.0371
high school white, non-hispanic some college 2+ races, non-hispani 11.6463 2.6722 2591 4.36 <.0001 0.0023 0.05 6.4066 16.8861 2.1668 21.1259
high school white, non-hispanic some college black, non-hispanic 8.9198 1.9085 2591 4.67 <.0001 0.0005 0.05 5.1774 12.6623 2.1492 15.6904
high school white, non-hispanic some college hispanic 9.3269 1.6809 2591 5.55 <.0001 <.0001 0.05 6.0310 12.6229 3.3640 15.2898
high school white, non-hispanic some college other, non-hispanic 8.7966 3.3403 2591 2.63 0.0085 0.4792 0.05 2.2466 15.3467 -3.0533 20.6466
high school white, non-hispanic some college white, non-hispanic 8.3083 0.9213 2591 9.02 <.0001 <.0001 0.05 6.5017 10.1149 5.0399 11.5767
less than high school 2+ races, non-hispani less than high school black, non-hispanic -7.9602 4.7378 2591 -1.68 0.0930 0.9817 0.05 -17.2506 1.3301 -24.7678 8.8473
less than high school 2+ races, non-hispani less than high school hispanic -11.8036 5.3569 2591 -2.20 0.0277 0.7985 0.05 -22.3078 -1.2993 -30.8074 7.2002
less than high school 2+ races, non-hispani less than high school other, non-hispanic -6.0786 6.0607 2591 -1.00 0.3160 1.0000 0.05 -17.9628 5.8056 -27.5789 15.4218
less than high school 2+ races, non-hispani less than high school white, non-hispanic -14.3101 4.0423 2591 -3.54 0.0004 0.0512 0.05 -22.2365 -6.3837 -28.6501 0.02995
less than high school 2+ races, non-hispani some college 2+ races, non-hispani 2.6886 4.6905 2591 0.57 0.5666 1.0000 0.05 -6.5089 11.8861 -13.9510 19.3282
less than high school 2+ races, non-hispani some college black, non-hispanic -0.03790 4.3015 2591 -0.01 0.9930 1.0000 0.05 -8.4726 8.3968 -15.2976 15.2218
less than high school 2+ races, non-hispani some college hispanic 0.3692 4.2054 2591 0.09 0.9300 1.0000 0.05 -7.8771 8.6155 -14.5496 15.2880
less than high school 2+ races, non-hispani some college other, non-hispanic -0.1611 5.1008 2591 -0.03 0.9748 1.0000 0.05 -10.1631 9.8410 -18.2563 17.9342
less than high school 2+ races, non-hispani some college white, non-hispanic -0.6494 3.9635 2591 -0.16 0.8699 1.0000 0.05 -8.4213 7.1225 -14.7099 13.4111
less than high school black, non-hispanic less than high school hispanic -3.8433 4.5314 2591 -0.85 0.3964 1.0000 0.05 -12.7289 5.0423 -19.9187 12.2321
less than high school black, non-hispanic less than high school other, non-hispanic 1.8817 5.3450 2591 0.35 0.7248 1.0000 0.05 -8.5992 12.3626 -17.0798 20.8432
less than high school black, non-hispanic less than high school white, non-hispanic -6.3499 2.8596 2591 -2.22 0.0265 0.7878 0.05 -11.9572 -0.7425 -16.4944 3.7947
less than high school black, non-hispanic some college 2+ races, non-hispani 10.6489 3.7200 2591 2.86 0.0042 0.3141 0.05 3.3545 17.9432 -2.5478 23.8455
less than high school black, non-hispanic some college black, non-hispanic 7.9223 3.2156 2591 2.46 0.0138 0.6124 0.05 1.6169 14.2278 -3.4852 19.3299
less than high school black, non-hispanic some college hispanic 8.3294 3.0859 2591 2.70 0.0070 0.4291 0.05 2.2783 14.3806 -2.6180 19.2769
less than high school black, non-hispanic some college other, non-hispanic 7.7992 4.2256 2591 1.85 0.0650 0.9525 0.05 -0.4867 16.0850 -7.1912 22.7896
less than high school black, non-hispanic some college white, non-hispanic 7.3108 2.7471 2591 2.66 0.0078 0.4578 0.05 1.9241 12.6975 -2.4346 17.0562
less than high school hispanic less than high school other, non-hispanic 5.7250 5.9007 2591 0.97 0.3320 1.0000 0.05 -5.8456 17.2956 -15.2079 26.6579
less than high school hispanic less than high school white, non-hispanic -2.5065 3.7983 2591 -0.66 0.5094 1.0000 0.05 -9.9545 4.9414 -15.9810 10.9679
less than high school hispanic some college 2+ races, non-hispani 14.4922 4.4819 2591 3.23 0.0012 0.1284 0.05 5.7037 23.2807 -1.4075 30.3919
less than high school hispanic some college black, non-hispanic 11.7657 4.0730 2591 2.89 0.0039 0.2974 0.05 3.7789 19.7524 -2.6836 26.2149
less than high school hispanic some college hispanic 12.1728 3.9715 2591 3.07 0.0022 0.1988 0.05 4.3852 19.9603 -1.9161 26.2616
less than high school hispanic some college other, non-hispanic 11.6425 4.9097 2591 2.37 0.0178 0.6830 0.05 2.0152 21.2698 -5.7748 29.0598
less than high school hispanic some college white, non-hispanic 11.1542 3.7143 2591 3.00 0.0027 0.2306 0.05 3.8709 18.4374 -2.0224 24.3307
less than high school other, non-hispanic less than high school white, non-hispanic -8.2315 4.7394 2591 -1.74 0.0825 0.9740 0.05 -17.5249 1.0619 -25.0446 8.5816
less than high school other, non-hispanic some college 2+ races, non-hispani 8.7672 5.3031 2591 1.65 0.0984 0.9847 0.05 -1.6315 19.1659 -10.0456 27.5800
less than high school other, non-hispanic some college black, non-hispanic 6.0407 4.9623 2591 1.22 0.2236 0.9997 0.05 -3.6899 15.7712 -11.5633 23.6447
less than high school other, non-hispanic some college hispanic 6.4478 4.8793 2591 1.32 0.1865 0.9990 0.05 -3.1199 16.0155 -10.8616 23.7572
less than high school other, non-hispanic some college other, non-hispanic 5.9175 5.6692 2591 1.04 0.2967 1.0000 0.05 -5.1992 17.0342 -14.1942 26.0292
less than high school other, non-hispanic some college white, non-hispanic 5.4292 4.6724 2591 1.16 0.2454 0.9998 0.05 -3.7328 14.5911 -11.1462 22.0045
less than high school white, non-hispanic some college 2+ races, non-hispani 16.9987 2.7805 2591 6.11 <.0001 <.0001 0.05 11.5466 22.4509 7.1350 26.8625
less than high school white, non-hispanic some college black, non-hispanic 14.2722 2.0575 2591 6.94 <.0001 <.0001 0.05 10.2378 18.3066 6.9733 21.5711
less than high school white, non-hispanic some college hispanic 14.6793 1.8482 2591 7.94 <.0001 <.0001 0.05 11.0552 18.3034 8.1227 21.2358
less than high school white, non-hispanic some college other, non-hispanic 14.1490 3.4276 2591 4.13 <.0001 0.0060 0.05 7.4279 20.8701 1.9895 26.3085
less than high school white, non-hispanic some college white, non-hispanic 13.6607 1.1997 2591 11.39 <.0001 <.0001 0.05 11.3081 16.0132 9.4045 17.9168
some college 2+ races, non-hispani some college black, non-hispanic -2.7265 3.1455 2591 -0.87 0.3861 1.0000 0.05 -8.8944 3.4413 -13.8851 8.4321
some college 2+ races, non-hispani some college hispanic -2.3194 3.0127 2591 -0.77 0.4414 1.0000 0.05 -8.2270 3.5882 -13.0072 8.3684
some college 2+ races, non-hispani some college other, non-hispanic -2.8497 4.1724 2591 -0.68 0.4947 1.0000 0.05 -11.0313 5.3320 -17.6515 11.9521
some college 2+ races, non-hispani some college white, non-hispanic -3.3380 2.6646 2591 -1.25 0.2104 0.9995 0.05 -8.5630 1.8869 -12.7908 6.1147
some college black, non-hispanic some college hispanic 0.4071 2.3619 2591 0.17 0.8632 1.0000 0.05 -4.2244 5.0386 -7.9719 8.7862
some college black, non-hispanic some college other, non-hispanic -0.1232 3.7298 2591 -0.03 0.9737 1.0000 0.05 -7.4369 7.1905 -13.3547 13.1084
some college black, non-hispanic some college white, non-hispanic -0.6115 1.8980 2591 -0.32 0.7473 1.0000 0.05 -4.3332 3.1102 -7.3446 6.1216
some college hispanic some college other, non-hispanic -0.5303 3.6186 2591 -0.15 0.8835 1.0000 0.05 -7.6259 6.5653 -13.3673 12.3067
some college hispanic some college white, non-hispanic -1.0186 1.6688 2591 -0.61 0.5417 1.0000 0.05 -4.2910 2.2538 -6.9389 4.9016
some college other, non-hispanic some college white, non-hispanic -0.4883 3.3343 2591 -0.15 0.8836 1.0000 0.05 -7.0265 6.0498 -12.3169 11.3402

ppeducat*ppethm Diffogram

 Slope = 1 
 Y = 0
Plot of all pairwise how_long_relationship least-squares means differences for ppeducat*ppethm with Tukey-Kramer adjustment at significance level 0.05.

Model: MODEL1

Dependent Variable: how_long_relationship

The REG Procedure

MODEL1

Observation-wise Statistics

how_long_relationship

Diagnostic Plots

Observed by Predicted

 Slope = 1 
 Y = 0
Scatter plot of observed by predicted values for how_long_relationship.

Fit Diagnostics

 Y = 0  Y = 2  Y = -2  X = 0.0153  Y = -2  Y = 2  Slope = 14.584 
 Y = 34E-15  Slope = 1 
 Y = 0  Y = 0.0015  Residual = 56 
 Percent = 0.0069  Residual = 55.496 
 Percent = 0.0079  Residual = 55.496 
 Percent = 0.0079  Residual = 54.992 
 Percent = 0.0089  Residual = 54.992 
 Percent = 0.0089  Residual = 54.489 
 Percent = 0.0102  Residual = 54.489 
 Percent = 0.0102  Residual = 53.985 
 Percent = 0.0116  Residual = 53.985 
 Percent = 0.0116  Residual = 53.481 
 Percent = 0.0132  Residual = 53.481 
 Percent = 0.0132  Residual = 52.977 
 Percent = 0.0149  Residual = 52.977 
 Percent = 0.0149  Residual = 52.473 
 Percent = 0.0169  Residual = 52.473 
 Percent = 0.0169  Residual = 51.97 
 Percent = 0.0191  Residual = 51.97 
 Percent = 0.0191  Residual = 51.466 
 Percent = 0.0216  Residual = 51.466 
 Percent = 0.0216  Residual = 50.962 
 Percent = 0.0244  Residual = 50.962 
 Percent = 0.0244  Residual = 50.458 
 Percent = 0.0275  Residual = 50.458 
 Percent = 0.0275  Residual = 49.954 
 Percent = 0.031  Residual = 49.954 
 Percent = 0.031  Residual = 49.451 
 Percent = 0.0349  Residual = 49.451 
 Percent = 0.0349  Residual = 48.947 
 Percent = 0.0392  Residual = 48.947 
 Percent = 0.0392  Residual = 48.443 
 Percent = 0.044  Residual = 48.443 
 Percent = 0.044  Residual = 47.939 
 Percent = 0.0493  Residual = 47.939 
 Percent = 0.0493  Residual = 47.435 
 Percent = 0.0552  Residual = 47.435 
 Percent = 0.0552  Residual = 46.932 
 Percent = 0.0617  Residual = 46.932 
 Percent = 0.0617  Residual = 46.428 
 Percent = 0.069  Residual = 46.428 
 Percent = 0.069  Residual = 45.924 
 Percent = 0.0769  Residual = 45.924 
 Percent = 0.0769  Residual = 45.42 
 Percent = 0.0857  Residual = 45.42 
 Percent = 0.0857  Residual = 44.916 
 Percent = 0.0954  Residual = 44.916 
 Percent = 0.0954  Residual = 44.412 
 Percent = 0.106  Residual = 44.412 
 Percent = 0.106  Residual = 43.909 
 Percent = 0.1177  Residual = 43.909 
 Percent = 0.1177  Residual = 43.405 
 Percent = 0.1305  Residual = 43.405 
 Percent = 0.1305  Residual = 42.901 
 Percent = 0.1446  Residual = 42.901 
 Percent = 0.1446  Residual = 42.397 
 Percent = 0.16  Residual = 42.397 
 Percent = 0.16  Residual = 41.893 
 Percent = 0.1768  Residual = 41.893 
 Percent = 0.1768  Residual = 41.39 
 Percent = 0.1951  Residual = 41.39 
 Percent = 0.1951  Residual = 40.886 
 Percent = 0.215  Residual = 40.886 
 Percent = 0.215  Residual = 40.382 
 Percent = 0.2368  Residual = 40.382 
 Percent = 0.2368  Residual = 39.878 
 Percent = 0.2604  Residual = 39.878 
 Percent = 0.2604  Residual = 39.374 
 Percent = 0.286  Residual = 39.374 
 Percent = 0.286  Residual = 38.871 
 Percent = 0.3138  Residual = 38.871 
 Percent = 0.3138  Residual = 38.367 
 Percent = 0.3438  Residual = 38.367 
 Percent = 0.3438  Residual = 37.863 
 Percent = 0.3763  Residual = 37.863 
 Percent = 0.3763  Residual = 37.359 
 Percent = 0.4114  Residual = 37.359 
 Percent = 0.4114  Residual = 36.855 
 Percent = 0.4492  Residual = 36.855 
 Percent = 0.4492  Residual = 36.352 
 Percent = 0.4898  Residual = 36.352 
 Percent = 0.4898  Residual = 35.848 
 Percent = 0.5336  Residual = 35.848 
 Percent = 0.5336  Residual = 35.344 
 Percent = 0.5805  Residual = 35.344 
 Percent = 0.5805  Residual = 34.84 
 Percent = 0.6308  Residual = 34.84 
 Percent = 0.6308  Residual = 34.336 
 Percent = 0.6847  Residual = 34.336 
 Percent = 0.6847  Residual = 33.833 
 Percent = 0.7422  Residual = 33.833 
 Percent = 0.7422  Residual = 33.329 
 Percent = 0.8037  Residual = 33.329 
 Percent = 0.8037  Residual = 32.825 
 Percent = 0.8692  Residual = 32.825 
 Percent = 0.8692  Residual = 32.321 
 Percent = 0.9389  Residual = 32.321 
 Percent = 0.9389  Residual = 31.817 
 Percent = 1.013  Residual = 31.817 
 Percent = 1.013  Residual = 31.314 
 Percent = 1.0916  Residual = 31.314 
 Percent = 1.0916  Residual = 30.81 
 Percent = 1.175  Residual = 30.81 
 Percent = 1.175  Residual = 30.306 
 Percent = 1.2632  Residual = 30.306 
 Percent = 1.2632  Residual = 29.802 
 Percent = 1.3564  Residual = 29.802 
 Percent = 1.3564  Residual = 29.298 
 Percent = 1.4547  Residual = 29.298 
 Percent = 1.4547  Residual = 28.795 
 Percent = 1.5583  Residual = 28.795 
 Percent = 1.5583  Residual = 28.291 
 Percent = 1.6673  Residual = 28.291 
 Percent = 1.6673  Residual = 27.787 
 Percent = 1.7818  Residual = 27.787 
 Percent = 1.7818  Residual = 27.283 
 Percent = 1.9018  Residual = 27.283 
 Percent = 1.9018  Residual = 26.779 
 Percent = 2.0276  Residual = 26.779 
 Percent = 2.0276  Residual = 26.275 
 Percent = 2.1591  Residual = 26.275 
 Percent = 2.1591  Residual = 25.772 
 Percent = 2.2963  Residual = 25.772 
 Percent = 2.2963  Residual = 25.268 
 Percent = 2.4394  Residual = 25.268 
 Percent = 2.4394  Residual = 24.764 
 Percent = 2.5883  Residual = 24.764 
 Percent = 2.5883  Residual = 24.26 
 Percent = 2.7431  Residual = 24.26 
 Percent = 2.7431  Residual = 23.756 
 Percent = 2.9036  Residual = 23.756 
 Percent = 2.9036  Residual = 23.253 
 Percent = 3.0698  Residual = 23.253 
 Percent = 3.0698  Residual = 22.749 
 Percent = 3.2417  Residual = 22.749 
 Percent = 3.2417  Residual = 22.245 
 Percent = 3.4191  Residual = 22.245 
 Percent = 3.4191  Residual = 21.237 
 Percent = 3.79  Residual = 21.237 
 Percent = 3.79  Residual = 20.23 
 Percent = 4.1811  Residual = 20.23 
 Percent = 4.1811  Residual = 19.222 
 Percent = 4.5906  Residual = 19.222 
 Percent = 4.5906  Residual = 12.673 
 Percent = 7.5012  Residual = 12.673 
 Percent = 7.5012  Residual = 11.161 
 Percent = 8.164  Residual = 11.161 
 Percent = 8.164  Residual = 10.154 
 Percent = 8.5868  Residual = 10.154 
 Percent = 8.5868  Residual = 9.1461 
 Percent = 8.9884  Residual = 9.1461 
 Percent = 8.9884  Residual = 8.6423 
 Percent = 9.1797  Residual = 8.6423 
 Percent = 9.1797  Residual = 8.1385 
 Percent = 9.364  Residual = 8.1385 
 Percent = 9.364  Residual = 7.6347 
 Percent = 9.5406  Residual = 7.6347 
 Percent = 9.5406  Residual = 7.1309 
 Percent = 9.7089  Residual = 7.1309 
 Percent = 9.7089  Residual = 6.6271 
 Percent = 9.8683  Residual = 6.6271 
 Percent = 9.8683  Residual = 6.1233 
 Percent = 10.018  Residual = 6.1233 
 Percent = 10.018  Residual = 5.6195 
 Percent = 10.159  Residual = 5.6195 
 Percent = 10.159  Residual = 5.1156 
 Percent = 10.289  Residual = 5.1156 
 Percent = 10.289  Residual = 4.6118 
 Percent = 10.408  Residual = 4.6118 
 Percent = 10.408  Residual = 4.108 
 Percent = 10.516  Residual = 4.108 
 Percent = 10.516  Residual = 3.6042 
 Percent = 10.612  Residual = 3.6042 
 Percent = 10.612  Residual = 3.1004 
 Percent = 10.697  Residual = 3.1004 
 Percent = 10.697  Residual = 2.5966 
 Percent = 10.769  Residual = 2.5966 
 Percent = 10.769  Residual = 2.0928 
 Percent = 10.829  Residual = 2.0928 
 Percent = 10.829  Residual = 1.589 
 Percent = 10.877  Residual = 1.589 
 Percent = 10.877  Residual = 1.0852 
 Percent = 10.911  Residual = 1.0852 
 Percent = 10.911  Residual = 0.5814 
 Percent = 10.933  Residual = 0.5814 
 Percent = 10.933  Residual = 0.0776 
 Percent = 10.941  Residual = 0.0776 
 Percent = 10.941  Residual = 34E-15 
 Percent = 10.942  Residual = 34E-15 
 Percent = 10.942  Residual = -0.426 
 Percent = 10.937  Residual = -0.426 
 Percent = 10.937  Residual = -0.93 
 Percent = 10.919  Residual = -0.93 
 Percent = 10.919  Residual = -1.434 
 Percent = 10.889  Residual = -1.434 
 Percent = 10.889  Residual = -1.938 
 Percent = 10.845  Residual = -1.938 
 Percent = 10.845  Residual = -2.441 
 Percent = 10.789  Residual = -2.441 
 Percent = 10.789  Residual = -2.945 
 Percent = 10.721  Residual = -2.945 
 Percent = 10.721  Residual = -3.449 
 Percent = 10.64  Residual = -3.449 
 Percent = 10.64  Residual = -3.953 
 Percent = 10.547  Residual = -3.953 
 Percent = 10.547  Residual = -4.457 
 Percent = 10.442  Residual = -4.457 
 Percent = 10.442  Residual = -4.96 
 Percent = 10.327  Residual = -4.96 
 Percent = 10.327  Residual = -5.464 
 Percent = 10.2  Residual = -5.464 
 Percent = 10.2  Residual = -5.968 
 Percent = 10.063  Residual = -5.968 
 Percent = 10.063  Residual = -6.472 
 Percent = 9.9156  Residual = -6.472 
 Percent = 9.9156  Residual = -6.976 
 Percent = 9.7589  Residual = -6.976 
 Percent = 9.7589  Residual = -7.479 
 Percent = 9.5933  Residual = -7.479 
 Percent = 9.5933  Residual = -7.983 
 Percent = 9.4192  Residual = -7.983 
 Percent = 9.4192  Residual = -8.487 
 Percent = 9.2373  Residual = -8.487 
 Percent = 9.2373  Residual = -8.991 
 Percent = 9.0481  Residual = -8.991 
 Percent = 9.0481  Residual = -9.495 
 Percent = 8.8521  Residual = -9.495 
 Percent = 8.8521  Residual = -9.999 
 Percent = 8.6501  Residual = -9.999 
 Percent = 8.6501  Residual = -11.01 
 Percent = 8.2303  Residual = -11.01 
 Percent = 8.2303  Residual = -12.01 
 Percent = 7.7936  Residual = -12.01 
 Percent = 7.7936  Residual = -14.03 
 Percent = 6.889  Residual = -14.03 
 Percent = 6.889  Residual = -17.05 
 Percent = 5.5239  Residual = -17.05 
 Percent = 5.5239  Residual = -18.56 
 Percent = 4.8674  Residual = -18.56 
 Percent = 4.8674  Residual = -19.57 
 Percent = 4.447  Residual = -19.57 
 Percent = 4.447  Residual = -20.58 
 Percent = 4.0436  Residual = -20.58 
 Percent = 4.0436  Residual = -21.59 
 Percent = 3.6593  Residual = -21.59 
 Percent = 3.6593  Residual = -22.59 
 Percent = 3.2957  Residual = -22.59 
 Percent = 3.2957  Residual = -23.1 
 Percent = 3.1221  Residual = -23.1 
 Percent = 3.1221  Residual = -23.6 
 Percent = 2.9542  Residual = -23.6 
 Percent = 2.9542  Residual = -24.11 
 Percent = 2.7919  Residual = -24.11 
 Percent = 2.7919  Residual = -24.61 
 Percent = 2.6354  Residual = -24.61 
 Percent = 2.6354  Residual = -25.11 
 Percent = 2.4847  Residual = -25.11 
 Percent = 2.4847  Residual = -25.62 
 Percent = 2.3398  Residual = -25.62 
 Percent = 2.3398  Residual = -26.12 
 Percent = 2.2007  Residual = -26.12 
 Percent = 2.2007  Residual = -26.62 
 Percent = 2.0675  Residual = -26.62 
 Percent = 2.0675  Residual = -27.13 
 Percent = 1.94  Residual = -27.13 
 Percent = 1.94  Residual = -27.63 
 Percent = 1.8182  Residual = -27.63 
 Percent = 1.8182  Residual = -28.14 
 Percent = 1.702  Residual = -28.14 
 Percent = 1.702  Residual = -28.64 
 Percent = 1.5913  Residual = -28.64 
 Percent = 1.5913  Residual = -29.14 
 Percent = 1.486  Residual = -29.14 
 Percent = 1.486  Residual = -29.65 
 Percent = 1.3861  Residual = -29.65 
 Percent = 1.3861  Residual = -30.15 
 Percent = 1.2913  Residual = -30.15 
 Percent = 1.2913  Residual = -30.65 
 Percent = 1.2016  Residual = -30.65 
 Percent = 1.2016  Residual = -31.16 
 Percent = 1.1168  Residual = -31.16 
 Percent = 1.1168  Residual = -31.66 
 Percent = 1.0367  Residual = -31.66 
 Percent = 1.0367  Residual = -32.17 
 Percent = 0.9612  Residual = -32.17 
 Percent = 0.9612  Residual = -32.67 
 Percent = 0.8902  Residual = -32.67 
 Percent = 0.8902  Residual = -33.17 
 Percent = 0.8234  Residual = -33.17 
 Percent = 0.8234  Residual = -33.68 
 Percent = 0.7607  Residual = -33.68 
 Percent = 0.7607  Residual = -34.18 
 Percent = 0.702  Residual = -34.18 
 Percent = 0.702  Residual = -34.68 
 Percent = 0.647  Residual = -34.68 
 Percent = 0.647  Residual = -35.19 
 Percent = 0.5956  Residual = -35.19 
 Percent = 0.5956  Residual = -35.69 
 Percent = 0.5477  Residual = -35.69 
 Percent = 0.5477  Residual = -36.2 
 Percent = 0.503  Residual = -36.2 
 Percent = 0.503  Residual = -36.7 
 Percent = 0.4614  Residual = -36.7 
 Percent = 0.4614  Residual = -37.2 
 Percent = 0.4227  Residual = -37.2 
 Percent = 0.4227  Residual = -37.71 
 Percent = 0.3868  Residual = -37.71 
 Percent = 0.3868  Residual = -38.21 
 Percent = 0.3536  Residual = -38.21 
 Percent = 0.3536  Residual = -38.72 
 Percent = 0.3228  Residual = -38.72 
 Percent = 0.3228  Residual = -39.22 
 Percent = 0.2943  Residual = -39.22 
 Percent = 0.2943  Residual = -39.72 
 Percent = 0.2681  Residual = -39.72 
 Percent = 0.2681  Residual = -40.23 
 Percent = 0.2438  Residual = -40.23 
 Percent = 0.2438  Residual = -40.73 
 Percent = 0.2215  Residual = -40.73 
 Percent = 0.2215  Residual = -41.23 
 Percent = 0.2011  Residual = -41.23 
 Percent = 0.2011  Residual = -41.74 
 Percent = 0.1822  Residual = -41.74 
 Percent = 0.1822  Residual = -42.24 
 Percent = 0.165  Residual = -42.24 
 Percent = 0.165  Residual = -42.75 
 Percent = 0.1492  Residual = -42.75 
 Percent = 0.1492  Residual = -43.25 
 Percent = 0.1347  Residual = -43.25 
 Percent = 0.1347  Residual = -43.75 
 Percent = 0.1215  Residual = 54 
 Percent = 0.0383  Residual = 54 
 Percent = 0.0383  Residual = 50 
 Percent = 0.1915  Residual = 50 
 Percent = 0.1915  Residual = 46 
 Percent = 0.4596  Residual = 46 
 Percent = 0.4596  Residual = 42 
 Percent = 0.6894  Residual = 42 
 Percent = 0.6894  Residual = 38 
 Percent = 1.2639  Residual = 38 
 Percent = 1.2639  Residual = 34 
 Percent = 1.6852  Residual = 34 
 Percent = 1.6852  Residual = 30 
 Percent = 1.8767  Residual = 30 
 Percent = 1.8767  Residual = 26 
 Percent = 2.4895  Residual = 26 
 Percent = 2.4895  Residual = 22 
 Percent = 2.9108  Residual = 22 
 Percent = 2.9108  Residual = 18 
 Percent = 3.2938  Residual = 18 
 Percent = 3.2938  Residual = 14 
 Percent = 3.9831  Residual = 14 
 Percent = 3.9831  Residual = 10 
 Percent = 4.6725  Residual = 10 
 Percent = 4.6725  Residual = 6 
 Percent = 7.1237  Residual = 6 
 Percent = 7.1237  Residual = 2 
 Percent = 8.8089  Residual = 2 
 Percent = 8.8089  Residual = -2 
 Percent = 11.069  Residual = -2 
 Percent = 11.069  Residual = -6 
 Percent = 14.324  Residual = -6 
 Percent = 14.324  Residual = -10 
 Percent = 16.469  Residual = -10 
 Percent = 16.469  Residual = -14 
 Percent = 12.218  Residual = -14 
 Percent = 12.218  Residual = -18 
 Percent = 3.0257  Residual = -18 
 Percent = 3.0257  Residual = -22 
 Percent = 2.7576  Residual = -22 
 Percent = 2.7576  Residual = -26 
 Percent = 0.6511  Residual = -26 
 Percent = 0.6511
Panel of fit diagnostics for how_long_relationship.

Residual Plots

Panel 1

 Y = 0  Y = 0  Y = 0  Y = 0  Y = 0  Y = 0
Panel of scatterplots of residuals by regressors for how_long_relationship.

Panel 2

 Y = 0  Y = 0  Y = 0  Y = 0  Y = 0  Y = 0
Panel of scatterplots of residuals by regressors for how_long_relationship.

Panel 3

 Y = 0  Y = 0  Y = 0  Y = 0  Y = 0  Y = 0
Panel of scatterplots of residuals by regressors for how_long_relationship.

Panel 4

 Y = 0  Y = 0  Y = 0  Y = 0  Y = 0  Y = 0
Panel of scatterplots of residuals by regressors for how_long_relationship.

Panel 5

 Y = 0  Y = 0  Y = 0  Y = 0  Y = 0
Panel of scatterplots of residuals by regressors for how_long_relationship.