Unfair treatment (unfairtx)


Call:
lm(formula = IMTmm ~ (Age0 + unfairtx + PovStat)^3 + WRATtotal + 
    MedHxCigaretteStatus + MedHxAlcStatus + MedHxHardDrugNFC + 
    CESimp + HTN + DIABETES + LabResCholimp + MedHxMedsChol + 
    CVDclusterdichrev + PhysBMI, data = discrimIMT, na.action = na.omit)

Residuals:
       Min         1Q     Median         3Q        Max 
-0.4260016 -0.0994247 -0.0162533  0.0717405  8.9219392 

Coefficients:
                                Estimate    Std. Error  t value  Pr(>|t|)
(Intercept)                 0.4675968627  0.1652326370  2.82993 0.0047508
Age0                        0.0016829563  0.0028251092  0.59571 0.5515039
unfairtx                   -0.0112047933  0.0373274257 -0.30018 0.7641066
PovStatBelow               -0.5257237700  0.2043001570 -2.57329 0.0102196
WRATtotal                   0.0009290010  0.0013297434  0.69863 0.4849477
MedHxCigaretteStatus       -0.0083688325  0.0088338483 -0.94736 0.3436888
MedHxAlcStatus              0.0138649706  0.0114822156  1.20752 0.2275241
MedHxHardDrugNFC            0.0006524300  0.0179238877  0.03640 0.9709708
CESimp                     -0.0012929097  0.0009634569 -1.34195 0.1799232
HTN                         0.0152496175  0.0232713453  0.65530 0.5124309
DIABETES                    0.0632345250  0.0308665652  2.04864 0.0407629
LabResCholimp              -0.0001692652  0.0002607028 -0.64927 0.5163191
MedHxMedsChol               0.0676119763  0.0341760026  1.97835 0.0481690
CVDclusterdichrev          -0.0162198434  0.0343376388 -0.47236 0.6367725
PhysBMI                     0.0022255240  0.0014966087  1.48704 0.1373243
Age0:unfairtx               0.0001828517  0.0007693798  0.23766 0.8121935
Age0:PovStatBelow           0.0127720866  0.0043466923  2.93835 0.0033769
unfairtx:PovStatBelow       0.1017653071  0.0563962625  1.80447 0.0714644
Age0:unfairtx:PovStatBelow -0.0024521148  0.0011855765 -2.06829 0.0388745

Residual standard error: 0.31369 on 981 degrees of freedom
  (1 observation deleted due to missingness)
Multiple R-squared:  0.06273569,    Adjusted R-squared:  0.04553818 
F-statistic: 3.647952 on 18 and 981 DF,  p-value: 0.0000004422067

plot of chunk unfairtx.1

The effect plot evaluates poverty status at three levels of unfairtx (level of which is indicated by orange band).

Lifeharder


Call:
lm(formula = IMTmm ~ Age0 * PovStat + Lifeharder + Lifeharder * 
    Age0 + Lifeharder * Sex + Lifeharder * PovStat + WRATtotal + 
    MedHxCigaretteStatus + MedHxAlcStatus + MedHxHardDrugNFC + 
    CESimp + HTN + DIABETES + LabResCholimp + MedHxMedsChol + 
    CVDclusterdichrev + PhysBMI, data = discrimIMT, na.action = na.omit)

Residuals:
       Min         1Q     Median         3Q        Max 
-0.3661118 -0.0978089 -0.0182300  0.0739869  8.9733161 

Coefficients:
                             Estimate    Std. Error  t value Pr(>|t|)
(Intercept)              0.3315797512  0.1598799143  2.07393 0.038347
Age0                     0.0041965925  0.0026081015  1.60906 0.107925
PovStatBelow            -0.1830762000  0.1090674458 -1.67856 0.093557
Lifeharder               0.0559559668  0.0600725184  0.93147 0.351838
Sex                     -0.0388540309  0.0478127807 -0.81263 0.416628
WRATtotal                0.0007573083  0.0013380735  0.56597 0.571544
MedHxCigaretteStatus    -0.0101366094  0.0089053580 -1.13826 0.255290
MedHxAlcStatus           0.0152420235  0.0115187429  1.32324 0.186065
MedHxHardDrugNFC        -0.0001428343  0.0180982661 -0.00789 0.993705
CESimp                  -0.0012607808  0.0009817197 -1.28426 0.199355
HTN                      0.0131771370  0.0233504276  0.56432 0.572665
DIABETES                 0.0679032465  0.0309050327  2.19716 0.028243
LabResCholimp           -0.0001369161  0.0002617682 -0.52304 0.601063
MedHxMedsChol            0.0637486130  0.0343491821  1.85590 0.063768
CVDclusterdichrev       -0.0162048509  0.0344895960 -0.46985 0.638568
PhysBMI                  0.0025771110  0.0015452786  1.66773 0.095688
Age0:PovStatBelow        0.0055788187  0.0022412521  2.48915 0.012970
Age0:Lifeharder         -0.0012672874  0.0011644162 -1.08835 0.276710
Lifeharder:Sex           0.0265477819  0.0215354713  1.23275 0.217966
PovStatBelow:Lifeharder -0.0248062653  0.0214742095 -1.15517 0.248304

Residual standard error: 0.3146663 on 980 degrees of freedom
  (1 observation deleted due to missingness)
Multiple R-squared:  0.05781069,    Adjusted R-squared:  0.03954376 
F-statistic: 3.164772 on 19 and 980 DF,  p-value: 0.000005851543

plot of chunk Lifeharder

numsources


Call:
lm(formula = IMTmm ~ Age0 * PovStat + numsources * Age0 + numsources * 
    Sex + numsources * PovStat + WRATtotal + MedHxCigaretteStatus + 
    MedHxAlcStatus + MedHxHardDrugNFC + CESimp + HTN + DIABETES + 
    LabResCholimp + MedHxMedsChol + CVDclusterdichrev + PhysBMI, 
    data = discrimIMT, na.action = na.omit)

Residuals:
       Min         1Q     Median         3Q        Max 
-0.3954130 -0.0987911 -0.0172840  0.0754853  9.0041246 

Coefficients:
                             Estimate    Std. Error  t value Pr(>|t|)
(Intercept)              0.3192863514  0.2035946050  1.56825 0.117147
Age0                     0.0044585268  0.0036337494  1.22698 0.220127
PovStatBelow            -0.2082374194  0.1154746891 -1.80332 0.071646
numsources               0.0064424465  0.0098000739  0.65739 0.511086
Sex                     -0.0099356258  0.0639807182 -0.15529 0.876624
WRATtotal                0.0007322232  0.0013386257  0.54700 0.584506
MedHxCigaretteStatus    -0.0096206714  0.0089246393 -1.07799 0.281304
MedHxAlcStatus           0.0163937328  0.0115327737  1.42149 0.155493
MedHxHardDrugNFC         0.0002094211  0.0182322034  0.01149 0.990838
CESimp                  -0.0013812350  0.0009783308 -1.41183 0.158319
HTN                      0.0121559552  0.0234475884  0.51843 0.604275
DIABETES                 0.0697219498  0.0310770056  2.24352 0.025086
LabResCholimp           -0.0001538331  0.0002641507 -0.58237 0.560453
MedHxMedsChol            0.0651974912  0.0344403580  1.89305 0.058646
CVDclusterdichrev       -0.0171134820  0.0347133101 -0.49299 0.622127
PhysBMI                  0.0024981900  0.0015505427  1.61117 0.107465
Age0:PovStatBelow        0.0050928033  0.0022244898  2.28943 0.022267
Age0:numsources         -0.0001378044  0.0001947614 -0.70755 0.479390
numsources:Sex           0.0010831298  0.0034407657  0.31479 0.752986
PovStatBelow:numsources  0.0001189065  0.0034414572  0.03455 0.972445

Residual standard error: 0.3154612 on 978 degrees of freedom
  (3 observations deleted due to missingness)
Multiple R-squared:  0.0547907, Adjusted R-squared:  0.03642774 
F-statistic: 2.983761 on 19 and 978 DF,  p-value: 0.00001890273

plot of chunk numsources

racediscrim


Call:
lm(formula = IMTmm ~ Age0 * PovStat + racediscrim * Age0 + racediscrim * 
    Sex + racediscrim * PovStat + WRATtotal + MedHxCigaretteStatus + 
    MedHxAlcStatus + MedHxHardDrugNFC + CESimp + HTN + DIABETES + 
    LabResCholimp + MedHxMedsChol + CVDclusterdichrev + PhysBMI, 
    data = discrimIMT, na.action = na.omit)

Residuals:
       Min         1Q     Median         3Q        Max 
-0.3572808 -0.1022974 -0.0180531  0.0752175  8.9710528 

Coefficients:
                              Estimate    Std. Error  t value Pr(>|t|)
(Intercept)               0.1704392637  0.2470087964  0.69001 0.490349
Age0                      0.0082616338  0.0046359313  1.78209 0.075044
PovStatBelow             -0.1494804614  0.1268708841 -1.17821 0.238999
racediscrim               0.0326419662  0.0291743081  1.11886 0.263474
Sex                      -0.0759783126  0.0847219731 -0.89680 0.370048
WRATtotal                 0.0009239206  0.0013407244  0.68912 0.490910
MedHxCigaretteStatus     -0.0103767298  0.0088883036 -1.16746 0.243309
MedHxAlcStatus            0.0155138105  0.0114905063  1.35014 0.177282
MedHxHardDrugNFC          0.0007136858  0.0180969796  0.03944 0.968550
CESimp                   -0.0012239729  0.0009758987 -1.25420 0.210068
HTN                       0.0122362485  0.0233417223  0.52422 0.600242
DIABETES                  0.0681306190  0.0309575681  2.20077 0.027984
LabResCholimp            -0.0001530658  0.0002614726 -0.58540 0.558414
MedHxMedsChol             0.0647767673  0.0342918548  1.88898 0.059189
CVDclusterdichrev        -0.0151262216  0.0344632801 -0.43891 0.660825
PhysBMI                   0.0026602239  0.0015424390  1.72469 0.084899
Age0:PovStatBelow         0.0054257813  0.0022152901  2.44924 0.014490
Age0:racediscrim         -0.0008220569  0.0005887551 -1.39626 0.162951
racediscrim:Sex           0.0119791211  0.0106276673  1.12716 0.259949
PovStatBelow:racediscrim -0.0093971747  0.0104732123 -0.89726 0.369801

Residual standard error: 0.3144091 on 981 degrees of freedom
Multiple R-squared:  0.05850462,    Adjusted R-squared:  0.04026974 
F-statistic: 3.208391 on 19 and 981 DF,  p-value: 0.000004396415

plot of chunk racediscrim

Interfere


Call:
lm(formula = IMTmm ~ Age0 * PovStat + Interfere * Age0 + Interfere * 
    Sex + Interfere * PovStat + WRATtotal + MedHxCigaretteStatus + 
    MedHxAlcStatus + MedHxHardDrugNFC + CESimp + HTN + DIABETES + 
    LabResCholimp + MedHxMedsChol + CVDclusterdichrev + PhysBMI, 
    data = discrimIMT, na.action = na.omit)

Residuals:
       Min         1Q     Median         3Q        Max 
-0.3754049 -0.0983687 -0.0180605  0.0742240  8.9881590 

Coefficients:
                            Estimate    Std. Error  t value Pr(>|t|)
(Intercept)             0.3515636012  0.1578869284  2.22668 0.026195
Age0                    0.0037603499  0.0025137549  1.49591 0.134999
PovStatBelow           -0.1986660228  0.1093215387 -1.81726 0.069482
Interfere               0.0497254463  0.0619824882  0.80225 0.422603
Sex                    -0.0280775668  0.0453513606 -0.61911 0.535986
WRATtotal               0.0006964573  0.0013350607  0.52167 0.602020
MedHxCigaretteStatus   -0.0098184938  0.0088993368 -1.10328 0.270175
MedHxAlcStatus          0.0152240815  0.0115243798  1.32103 0.186799
MedHxHardDrugNFC        0.0007673682  0.0180924788  0.04241 0.966178
CESimp                 -0.0012771258  0.0009804494 -1.30259 0.193020
HTN                     0.0128221868  0.0233485812  0.54916 0.583018
DIABETES                0.0699237668  0.0309099391  2.26218 0.023905
LabResCholimp          -0.0001375641  0.0002619082 -0.52524 0.599537
MedHxMedsChol           0.0635731648  0.0343440149  1.85107 0.064460
CVDclusterdichrev      -0.0164549522  0.0345117488 -0.47679 0.633616
PhysBMI                 0.0025421025  0.0015442898  1.64613 0.100057
Age0:PovStatBelow       0.0054901508  0.0022509044  2.43909 0.014901
Age0:Interfere         -0.0011053388  0.0012059274 -0.91659 0.359584
Interfere:Sex           0.0218542091  0.0216044891  1.01156 0.311999
PovStatBelow:Interfere -0.0161033938  0.0219052992 -0.73514 0.462432

Residual standard error: 0.3148076 on 981 degrees of freedom
Multiple R-squared:  0.05611667,    Adjusted R-squared:  0.03783554 
F-statistic: 3.069651 on 19 and 981 DF,  p-value: 0.00001085622

plot of chunk Interfere