On the partial mediating role of processing speed between black-white differences, IQ and GPA (NLSY97 syntax)

Related article here.

IF R0538700=2 BW=1.
IF R0538700=1 and R1482600=4 BW=2.

IF R0538700=2 BH=1.
IF R1482600=2 BH=2.

IF R1482600=2 HW=1.
IF R0538700=1 and R1482600=4 HW=2.

IF R0538700=2 BHW=1.
IF R1482600=2 BHW=2.
IF R0538700=1 and R1482600=4 BHW=3.

RECODE Z9083800 (1 thru 20=COPY) (ELSE=SYSMIS) INTO RGRADE.
RECODE R1302500 (1 thru 20=COPY) (ELSE=SYSMIS) INTO MOM_EDUC.
RECODE R1302400 (1 thru 20=COPY) (ELSE=SYSMIS) INTO DAD_EDUC.
EXECUTE.

RECODE R9871900 (1 thru highest=Copy) INTO TRANS_CRD_GPA_OVERALL.
RECODE R9872000 (1 thru highest=Copy) INTO TRANS_CRD_GPA_ENG.
RECODE R9872100 (1 thru highest=Copy) INTO TRANS_CRD_GPA_FGN_LANG.
RECODE R9872200 (1 thru highest=Copy) INTO TRANS_CRD_GPA_MATH.
RECODE R9872300 (1 thru highest=Copy) INTO TRANS_CRD_GPA_SOC_SCI.
RECODE R9872400 (1 thru highest=Copy) INTO TRANS_CRD_GPA_LP_SCI.
EXECUTE.

DESCRIPTIVES VARIABLES=TRANS_CRD_GPA_OVERALL TRANS_CRD_GPA_ENG TRANS_CRD_GPA_FGN_LANG TRANS_CRD_GPA_MATH TRANS_CRD_GPA_SOC_SCI TRANS_CRD_GPA_LP_SCI
/SAVE
/STATISTICS=MEAN STDDEV MIN MAX.

DO IF (ZTRANS_CRD_GPA_OVERALL>-3).
RECODE ZTRANS_CRD_GPA_OVERALL (lowest thru highest=Copy) INTO Z_TRANS_CRD_GPA_OVERALL_CORRECTED.
END IF.

RECODE R9793200 (1 thru highest=Copy) INTO PSAT_Math1999.
RECODE R9793300 (1 thru highest=Copy) INTO PSAT_Verbal1999.
RECODE R9793400 (1 thru 40=Copy) INTO ACT_Comp1999.
RECODE R9793500 (5 thru 40=Copy) INTO ACT_Eng1999.
RECODE R9793600 (5 thru 40=Copy) INTO ACT_Math1999.
RECODE R9793700 (5 thru 40=Copy) INTO ACT_Read1999.
RECODE R9793800 (200 thru highest=Copy) INTO SAT_Verbal1999.
RECODE R9793900 (200 thru highest=Copy) INTO SAT_Math1999.
EXECUTE.

COMPUTE PIAT1997revised=SQRT(R1318200).
EXECUTE.

DESCRIPTIVES VARIABLES=PSAT_Math1999 PSAT_Verbal1999 ACT_Comp1999 ACT_Eng1999 ACT_Math1999 ACT_Read1999 SAT_Verbal1999 SAT_Math1999 PIAT1997revised
/SAVE
/STATISTICS=MEAN STDDEV MIN MAX.

FREQUENCIES VARIABLES=ZPSAT_Math1999 ZPSAT_Verbal1999 ZACT_Comp1999 ZACT_Eng1999 ZACT_Math1999 ZACT_Read1999 ZSAT_Verbal1999 ZSAT_Math1999 ZPIAT1997revised
/FORMAT=NOTABLE
/HISTOGRAM NORMAL
/ORDER=ANALYSIS.

RECODE R9705200 (0 thru highest=Copy) INTO GSPOSrecode.
RECODE R9705300 (0 thru highest=Copy) INTO ARPOSrecode.
RECODE R9705400 (0 thru highest=Copy) INTO WKPOSrecode.
RECODE R9705500 (0 thru highest=Copy) INTO PCPOSrecode.
RECODE R9705600 (0 thru highest=Copy) INTO NOPOSrecode.
RECODE R9705700 (0 thru highest=Copy) INTO CSPOSrecode.
RECODE R9705800 (0 thru highest=Copy) INTO AIPOSrecode.
RECODE R9705900 (0 thru highest=Copy) INTO SIPOSrecode.
RECODE R9706000 (0 thru highest=Copy) INTO MKPOSrecode.
RECODE R9706100 (0 thru highest=Copy) INTO MCPOSrecode.
RECODE R9706200 (0 thru highest=Copy) INTO EIPOSrecode.
RECODE R9706300 (0 thru highest=Copy) INTO AOPOSrecode.
EXECUTE.

RECODE R9706400 (0 thru highest=Copy) INTO GSNEGrecode.
RECODE R9706500 (0 thru highest=Copy) INTO ARNEGrecode.
RECODE R9706600 (0 thru highest=Copy) INTO WKNEGrecode.
RECODE R9706700 (0 thru highest=Copy) INTO PCNEGrecode.
RECODE R9706800 (0 thru highest=Copy) INTO NONEGrecode.
RECODE R9706900 (0 thru highest=Copy) INTO CSNEGrecode.
RECODE R9707000 (0 thru highest=Copy) INTO AINEGrecode.
RECODE R9707100 (0 thru highest=Copy) INTO SINEGrecode.
RECODE R9707200 (0 thru highest=Copy) INTO MKNEGrecode.
RECODE R9707300 (0 thru highest=Copy) INTO MCNEGrecode.
RECODE R9707400 (0 thru highest=Copy) INTO EINEGrecode.
RECODE R9707500 (0 thru highest=Copy) INTO AONEGrecode.
EXECUTE.

COMPUTE RECODEGSNEG=GSNEGrecode*-1.
COMPUTE RECODEARNEG=ARNEGrecode*-1.
COMPUTE RECODEWKNEG=WKNEGrecode*-1.
COMPUTE RECODEPCNEG=PCNEGrecode*-1.
COMPUTE RECODENONEG=NONEGrecode*-1.
COMPUTE RECODECSNEG=CSNEGrecode*-1.
COMPUTE RECODEAINEG=AINEGrecode*-1.
COMPUTE RECODESINEG=SINEGrecode*-1.
COMPUTE RECODEMKNEG=MKNEGrecode*-1.
COMPUTE RECODEMCNEG=MCNEGrecode*-1.
COMPUTE RECODEEINEG=EINEGrecode*-1.
COMPUTE RECODEAONEG=AONEGrecode*-1.
EXECUTE.

COMPUTE CombinedGS = SUM(GSPOSrecode, RECODEGSNEG).
COMPUTE CombinedAR = SUM(ARPOSrecode, RECODEARNEG).
COMPUTE CombinedWK = SUM(WKPOSrecode, RECODEWKNEG).
COMPUTE CombinedPC = SUM(PCPOSrecode, RECODEPCNEG).
COMPUTE CombinedNO = SUM(NOPOSrecode, RECODENONEG).
COMPUTE CombinedCS = SUM(CSPOSrecode, RECODECSNEG).
COMPUTE CombinedAI = SUM(AIPOSrecode, RECODEAINEG).
COMPUTE CombinedSI = SUM(SIPOSrecode, RECODESINEG).
COMPUTE CombinedMK = SUM(MKPOSrecode, RECODEMKNEG).
COMPUTE CombinedMC = SUM(MCPOSrecode, RECODEMCNEG).
COMPUTE CombinedEI = SUM(EIPOSrecode, RECODEEINEG).
COMPUTE CombinedAO = SUM(AOPOSrecode, RECODEAONEG).
EXECUTE.

REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT CombinedGS
/METHOD=ENTER R0536300 R0536402
/SAVE ZRESID.

REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT CombinedAR
/METHOD=ENTER R0536300 R0536402
/SAVE ZRESID.

REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT CombinedWK
/METHOD=ENTER R0536300 R0536402
/SAVE ZRESID.

REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT CombinedPC
/METHOD=ENTER R0536300 R0536402
/SAVE ZRESID.

REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT CombinedNO
/METHOD=ENTER R0536300 R0536402
/SAVE ZRESID.

REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT CombinedCS
/METHOD=ENTER R0536300 R0536402
/SAVE ZRESID.

REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT CombinedAI
/METHOD=ENTER R0536300 R0536402
/SAVE ZRESID.

REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT CombinedSI
/METHOD=ENTER R0536300 R0536402
/SAVE ZRESID.

REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT CombinedMK
/METHOD=ENTER R0536300 R0536402
/SAVE ZRESID.

REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT CombinedMC
/METHOD=ENTER R0536300 R0536402
/SAVE ZRESID.

REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT CombinedEI
/METHOD=ENTER R0536300 R0536402
/SAVE ZRESID.

REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT CombinedAO
/METHOD=ENTER R0536300 R0536402
/SAVE ZRESID.

RECODE ZRE_1 (lowest thru highest=COPY) INTO GENERAL_SCIENCE.
RECODE ZRE_2 (lowest thru highest=COPY) INTO ARITHMETIC_REASONING.
RECODE ZRE_3 (lowest thru highest=COPY) INTO WORD_KNOWLEDGE.
RECODE ZRE_4 (lowest thru highest=COPY) INTO PARAGRAPH_COMPREHENSION.
RECODE ZRE_5 (lowest thru highest=COPY) INTO NUMERICAL_OPERATIONS.
RECODE ZRE_6 (lowest thru highest=COPY) INTO CODING_SPEED.
RECODE ZRE_7 (lowest thru highest=COPY) INTO AUTO_INFORMATION.
RECODE ZRE_8 (lowest thru highest=COPY) INTO SHOP_INFORMATION.
RECODE ZRE_9 (lowest thru highest=COPY) INTO MATHEMATICS_KNOWLEDGE.
RECODE ZRE_10 (lowest thru highest=COPY) INTO MECHANICAL_COMPREHENSION.
RECODE ZRE_11 (lowest thru highest=COPY) INTO ELECTRONICS_INFORMATION.
RECODE ZRE_12 (lowest thru highest=COPY) INTO ASSEMBLING_OBJECTS.
EXECUTE.

DESCRIPTIVES VARIABLES=CombinedGS CombinedAR CombinedWK CombinedPC CombinedNO CombinedCS CombinedAI CombinedSI CombinedMK CombinedMC CombinedEI CombinedAO
/SAVE
/STATISTICS=MEAN STDDEV MIN MAX.

COMPUTE Speed=MEAN(ZCombinedNO, ZCombinedCS).
EXECUTE.

FACTOR
/VARIABLES ZCombinedGS ZCombinedAR ZCombinedWK ZCombinedPC ZCombinedAI ZCombinedSI ZCombinedMK ZCombinedMC ZCombinedEI ZCombinedAO
/MISSING LISTWISE
/ANALYSIS ZCombinedGS ZCombinedAR ZCombinedWK ZCombinedPC ZCombinedAI ZCombinedSI ZCombinedMK ZCombinedMC ZCombinedEI ZCombinedAO
/PRINT INITIAL EXTRACTION
/PLOT EIGEN
/CRITERIA MINEIGEN(1) ITERATE(25)
/EXTRACTION PAF
/ROTATION NOROTATE
/SAVE REG(ALL)
/METHOD=CORRELATION.

RECODE FAC1_1 (lowest thru highest=COPY) INTO Gfactor10.
EXECUTE.

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Gfactor10
/METHOD=ENTER R0536300 R0536402 BW
/METHOD=ENTER Speed
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT ZPIAT1997revised
/METHOD=ENTER R0536300 R0536402 BW
/METHOD=ENTER Speed
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 BW
/METHOD=ENTER Speed
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

USE ALL.
COMPUTE filter_$=(BHW=1).
VARIABLE LABELS filter_$ ‘BHW=1 (FILTER)’.
VALUE LABELS filter_$ 0 ‘Not Selected’ 1 ‘Selected’.
FORMATS filter_$ (f1.0).
FILTER BY filter_$.
EXECUTE.

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 Gfactor10
/METHOD=ENTER Speed
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 Speed
/METHOD=ENTER Gfactor10
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 ZSAT_Verbal1999
/METHOD=ENTER Speed
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 Speed
/METHOD=ENTER ZSAT_Verbal1999
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 ZSAT_Math1999
/METHOD=ENTER Speed
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 Speed
/METHOD=ENTER ZSAT_Math1999
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 ZPIAT1997revised
/METHOD=ENTER Speed
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 Speed
/METHOD=ENTER ZPIAT1997revised
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

FREQUENCIES VARIABLES=Z_TRANS_CRD_GPA_OVERALL_CORRECTED Gfactor10 Speed ZPIAT1997revised
/FORMAT=NOTABLE
/HISTOGRAM NORMAL
/ORDER=ANALYSIS.

USE ALL.
COMPUTE filter_$=(BHW=2).
VARIABLE LABELS filter_$ ‘BHW=2 (FILTER)’.
VALUE LABELS filter_$ 0 ‘Not Selected’ 1 ‘Selected’.
FORMATS filter_$ (f1.0).
FILTER BY filter_$.
EXECUTE.

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 Gfactor10
/METHOD=ENTER Speed
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 Speed
/METHOD=ENTER Gfactor10
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 ZSAT_Verbal1999
/METHOD=ENTER Speed
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 Speed
/METHOD=ENTER ZSAT_Verbal1999
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 ZSAT_Math1999
/METHOD=ENTER Speed
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 Speed
/METHOD=ENTER ZSAT_Math1999
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 ZPIAT1997revised
/METHOD=ENTER Speed
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 Speed
/METHOD=ENTER ZPIAT1997revised
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

FREQUENCIES VARIABLES=Z_TRANS_CRD_GPA_OVERALL_CORRECTED Gfactor10 Speed ZPIAT1997revised
/FORMAT=NOTABLE
/HISTOGRAM NORMAL
/ORDER=ANALYSIS.

USE ALL.
COMPUTE filter_$=(BHW=3).
VARIABLE LABELS filter_$ ‘BHW=3 (FILTER)’.
VALUE LABELS filter_$ 0 ‘Not Selected’ 1 ‘Selected’.
FORMATS filter_$ (f1.0).
FILTER BY filter_$.
EXECUTE.

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 Gfactor10
/METHOD=ENTER Speed
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 Speed
/METHOD=ENTER Gfactor10
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 ZSAT_Verbal1999
/METHOD=ENTER Speed
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 Speed
/METHOD=ENTER ZSAT_Verbal1999
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 ZSAT_Math1999
/METHOD=ENTER Speed
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 Speed
/METHOD=ENTER ZSAT_Math1999
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 ZPIAT1997revised
/METHOD=ENTER Speed
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Z_TRANS_CRD_GPA_OVERALL_CORRECTED
/METHOD=ENTER R0536300 R0536402 Speed
/METHOD=ENTER ZPIAT1997revised
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

FREQUENCIES VARIABLES=Z_TRANS_CRD_GPA_OVERALL_CORRECTED Gfactor10 Speed ZPIAT1997revised
/FORMAT=NOTABLE
/HISTOGRAM NORMAL
/ORDER=ANALYSIS.

FILTER OFF.
USE ALL.
EXECUTE.

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Gfactor10
/METHOD=ENTER R0536300 R0536402 BH
/METHOD=ENTER Speed
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

REGRESSION
/DESCRIPTIVES MEAN STDDEV CORR SIG N
/MISSING LISTWISE
/STATISTICS COEFF OUTS CI(95) R ANOVA COLLIN TOL CHANGE ZPP
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT Gfactor10
/METHOD=ENTER R0536300 R0536402 HW
/METHOD=ENTER Speed
/PARTIALPLOT ALL
/SCATTERPLOT=(*ZRESID ,*ZPRED)
/RESIDUALS HISTOGRAM(ZRESID) NORMPROB(ZRESID).

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