Note that file paths may need to be changes to reflect those on the users device

################################## CFA to determine unidimensionality #################

TITLE: CFA
DATA: FILE = "/MNLFA_V1/WJPVWave1.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27;
AUXILIARY= ID2;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
ANALYSIS: ESTIMATOR=WLSMV; 
MODEL: 
ETA BY WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 WJPV21
WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27;


TITLE: CFA wave 3
DATA: FILE = "/MNLFA_V1/WJPVWave3.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27;
AUXILIARY= ID2;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
ANALYSIS: ESTIMATOR=WLSMV; 
MODEL: 
ETA BY WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 WJPV21
WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27;


################################ Factor Mean ###################################
NOTE: CHANGE DATA FILE HERE

TITLE: Mean Impact Model
DATA: FILE = "/MNLFA_V1/calibration.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
!
!
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501 P601 P901 AGE 
 AGE_2 ;
AUXILIARY= ID2 WAVE2 ;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
!
ANALYSIS: ESTIMATOR=ML;ALGORITHM=INTEGRATION;INTEGRATION=MONTECARLO;PROCESSORS=4;
MODEL: [ETA@0]; ETA@1;
ETA BY WJPV10*(l1);
ETA BY WJPV12*(l2);
ETA BY WJPV13*(l3);
ETA BY WJPV14*(l4);
ETA BY WJPV15*(l5);
ETA BY WJPV16*(l6);
ETA BY WJPV17*(l7);
ETA BY WJPV18*(l8);
ETA BY WJPV19*(l9);
ETA BY WJPV20*(l10);
ETA BY WJPV21*(l11);
ETA BY WJPV22*(l12);
ETA BY WJPV23*(l13);
ETA BY WJPV24*(l14);
ETA BY WJPV25*(l15);
ETA BY WJPV26*(l16);
ETA BY WJPV27*(l17);
ETA ON GEND P201 P301 P501 P601 P901 AGE AGE_2 ;
OUTPUT: tech1;

########################################## Factor Variance ########################################
TITLE: Variance Impact Model
DATA: FILE = "/MNLFA_V1/calibration.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
!
!
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501 P601 P901 AGE 
 AGE_2 ;
AUXILIARY= ID2 WAVE2 ;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
!
CONSTRAINT= GEND P201 P301 P501 P601 P901 AGE AGE_2 ;
ANALYSIS: ESTIMATOR=ML;ALGORITHM=INTEGRATION;INTEGRATION=MONTECARLO;PROCESSORS=4;
MODEL: ETA ON GEND P201 P301 P501 P601 P901 AGE AGE_2 ; ETA*(veta);
ETA BY WJPV10*(l1);
ETA BY WJPV12*(l2);
ETA BY WJPV13*(l3);
ETA BY WJPV14*(l4);
ETA BY WJPV15*(l5);
ETA BY WJPV16*(l6);
ETA BY WJPV17*(l7);
ETA BY WJPV18*(l8);
ETA BY WJPV19*(l9);
ETA BY WJPV20*(l10);
ETA BY WJPV21*(l11);
ETA BY WJPV22*(l12);
ETA BY WJPV23*(l13);
ETA BY WJPV24*(l14);
ETA BY WJPV25*(l15);
ETA BY WJPV26*(l16);
ETA BY WJPV27*(l17);
MODEL CONSTRAINT: new(
v1*0
v2*0
v3*0
v4*0
v5*0
v6*0
v7*0
v8*0
);
veta=1*exp(
v1*GEND+
v2*P201+
v3*P301+
v4*P501+
v5*P601+
v6*P901+
v7*AGE+
v8*AGE_2);
OUTPUT: tech1;


############################## Factor Loadings and Item Intercepts per item #########################
TITLE: Measurement Invariance Model for WJPV10
DATA: FILE = "/MNLFA_V1/calibration.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
!
!
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501 P601 P901 AGE 
 AGE_2 ;
AUXILIARY= ID2 WAVE2 ;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
!
CONSTRAINT= GEND P201 P301 P501 P601 P901 AGE AGE_2 ;
ANALYSIS: ESTIMATOR=ML;ALGORITHM=INTEGRATION;INTEGRATION=MONTECARLO;PROCESSORS=4;
MODEL: [ETA@0]; ETA@1;
ETA BY WJPV10*(l1);
ETA BY WJPV12*(l2);
ETA BY WJPV13*(l3);
ETA BY WJPV14*(l4);
ETA BY WJPV15*(l5);
ETA BY WJPV16*(l6);
ETA BY WJPV17*(l7);
ETA BY WJPV18*(l8);
ETA BY WJPV19*(l9);
ETA BY WJPV20*(l10);
ETA BY WJPV21*(l11);
ETA BY WJPV22*(l12);
ETA BY WJPV23*(l13);
ETA BY WJPV24*(l14);
ETA BY WJPV25*(l15);
ETA BY WJPV26*(l16);
ETA BY WJPV27*(l17);
WJPV10 on GEND P201 P301 P501 P601 P901 AGE AGE_2;
MODEL CONSTRAINT: new(
l1_00*1
l1_1*0
l1_2*0
l1_3*0
l1_4*0
l1_5*0
l1_6*0
l1_7*0
l1_8*0
);
l1=l1_00
+l1_1*GEND
+l1_2*P201
+l1_3*P301
+l1_4*P501
+l1_5*P601
+l1_6*P901
+l1_7*AGE
+l1_8*AGE_2
;
OUTPUT: tech1;

TITLE: Measurement Invariance Model for WJPV12
DATA: FILE = "/MNLFA_V1/calibration.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
!
!
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501 P601 P901 AGE 
 AGE_2 ;
AUXILIARY= ID2 WAVE2 ;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
!
CONSTRAINT= GEND P201 P301 P501 P601 P901 AGE AGE_2 ;
ANALYSIS: ESTIMATOR=ML;ALGORITHM=INTEGRATION;INTEGRATION=MONTECARLO;PROCESSORS=4;
MODEL: [ETA@0]; ETA@1;
ETA BY WJPV10*(l1);
ETA BY WJPV12*(l2);
ETA BY WJPV13*(l3);
ETA BY WJPV14*(l4);
ETA BY WJPV15*(l5);
ETA BY WJPV16*(l6);
ETA BY WJPV17*(l7);
ETA BY WJPV18*(l8);
ETA BY WJPV19*(l9);
ETA BY WJPV20*(l10);
ETA BY WJPV21*(l11);
ETA BY WJPV22*(l12);
ETA BY WJPV23*(l13);
ETA BY WJPV24*(l14);
ETA BY WJPV25*(l15);
ETA BY WJPV26*(l16);
ETA BY WJPV27*(l17);
WJPV12 on GEND P201 P301 P501 P601 P901 AGE AGE_2;
MODEL CONSTRAINT: new(
l2_00*1
l2_1*0
l2_2*0
l2_3*0
l2_4*0
l2_5*0
l2_6*0
l2_7*0
l2_8*0
);
l2=l2_00
+l2_1*GEND
+l2_2*P201
+l2_3*P301
+l2_4*P501
+l2_5*P601
+l2_6*P901
+l2_7*AGE
+l2_8*AGE_2
;
OUTPUT: tech1;

TITLE: Measurement Invariance Model for WJPV13
DATA: FILE = "/MNLFA_V1/calibration.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
!
!
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501 P601 P901 AGE 
 AGE_2 ;
AUXILIARY= ID2 WAVE2 ;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
!
CONSTRAINT= GEND P201 P301 P501 P601 P901 AGE AGE_2 ;
ANALYSIS: ESTIMATOR=ML;ALGORITHM=INTEGRATION;INTEGRATION=MONTECARLO;PROCESSORS=4;
MODEL: [ETA@0]; ETA@1;
ETA BY WJPV10*(l1);
ETA BY WJPV12*(l2);
ETA BY WJPV13*(l3);
ETA BY WJPV14*(l4);
ETA BY WJPV15*(l5);
ETA BY WJPV16*(l6);
ETA BY WJPV17*(l7);
ETA BY WJPV18*(l8);
ETA BY WJPV19*(l9);
ETA BY WJPV20*(l10);
ETA BY WJPV21*(l11);
ETA BY WJPV22*(l12);
ETA BY WJPV23*(l13);
ETA BY WJPV24*(l14);
ETA BY WJPV25*(l15);
ETA BY WJPV26*(l16);
ETA BY WJPV27*(l17);
WJPV13 on GEND P201 P301 P501 P601 P901 AGE AGE_2;
MODEL CONSTRAINT: new(
l3_00*1
l3_1*0
l3_2*0
l3_3*0
l3_4*0
l3_5*0
l3_6*0
l3_7*0
l3_8*0
);
l3=l3_00
+l3_1*GEND
+l3_2*P201
+l3_3*P301
+l3_4*P501
+l3_5*P601
+l3_6*P901
+l3_7*AGE
+l3_8*AGE_2
;
OUTPUT: tech1;

TITLE: Measurement Invariance Model for WJPV14
DATA: FILE = "/MNLFA_V1/calibration.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
!
!
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501 P601 P901 AGE 
 AGE_2 ;
AUXILIARY= ID2 WAVE2 ;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
!
CONSTRAINT= GEND P201 P301 P501 P601 P901 AGE AGE_2 ;
ANALYSIS: ESTIMATOR=ML;ALGORITHM=INTEGRATION;INTEGRATION=MONTECARLO;PROCESSORS=4;
MODEL: [ETA@0]; ETA@1;
ETA BY WJPV10*(l1);
ETA BY WJPV12*(l2);
ETA BY WJPV13*(l3);
ETA BY WJPV14*(l4);
ETA BY WJPV15*(l5);
ETA BY WJPV16*(l6);
ETA BY WJPV17*(l7);
ETA BY WJPV18*(l8);
ETA BY WJPV19*(l9);
ETA BY WJPV20*(l10);
ETA BY WJPV21*(l11);
ETA BY WJPV22*(l12);
ETA BY WJPV23*(l13);
ETA BY WJPV24*(l14);
ETA BY WJPV25*(l15);
ETA BY WJPV26*(l16);
ETA BY WJPV27*(l17);
WJPV14 on GEND P201 P301 P501 P601 P901 AGE AGE_2;
MODEL CONSTRAINT: new(
l4_00*1
l4_1*0
l4_2*0
l4_3*0
l4_4*0
l4_5*0
l4_6*0
l4_7*0
l4_8*0
);
l4=l4_00
+l4_1*GEND
+l4_2*P201
+l4_3*P301
+l4_4*P501
+l4_5*P601
+l4_6*P901
+l4_7*AGE
+l4_8*AGE_2
;
OUTPUT: tech1;

TITLE: Measurement Invariance Model for WJPV15
DATA: FILE = "/MNLFA_V1/calibration.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
!
!
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501 P601 P901 AGE 
 AGE_2 ;
AUXILIARY= ID2 WAVE2 ;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
!
CONSTRAINT= GEND P201 P301 P501 P601 P901 AGE AGE_2 ;
ANALYSIS: ESTIMATOR=ML;ALGORITHM=INTEGRATION;INTEGRATION=MONTECARLO;PROCESSORS=4;
MODEL: [ETA@0]; ETA@1;
ETA BY WJPV10*(l1);
ETA BY WJPV12*(l2);
ETA BY WJPV13*(l3);
ETA BY WJPV14*(l4);
ETA BY WJPV15*(l5);
ETA BY WJPV16*(l6);
ETA BY WJPV17*(l7);
ETA BY WJPV18*(l8);
ETA BY WJPV19*(l9);
ETA BY WJPV20*(l10);
ETA BY WJPV21*(l11);
ETA BY WJPV22*(l12);
ETA BY WJPV23*(l13);
ETA BY WJPV24*(l14);
ETA BY WJPV25*(l15);
ETA BY WJPV26*(l16);
ETA BY WJPV27*(l17);
WJPV15 on GEND P201 P301 P501 P601 P901 AGE AGE_2;
MODEL CONSTRAINT: new(
l5_00*1
l5_1*0
l5_2*0
l5_3*0
l5_4*0
l5_5*0
l5_6*0
l5_7*0
l5_8*0
);
l5=l5_00
+l5_1*GEND
+l5_2*P201
+l5_3*P301
+l5_4*P501
+l5_5*P601
+l5_6*P901
+l5_7*AGE
+l5_8*AGE_2
;
OUTPUT: tech1;

TITLE: Measurement Invariance Model for WJPV16
DATA: FILE = "/MNLFA_V1/calibration.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
!
!
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501 P601 P901 AGE 
 AGE_2 ;
AUXILIARY= ID2 WAVE2 ;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
!
CONSTRAINT= GEND P201 P301 P501 P601 P901 AGE AGE_2 ;
ANALYSIS: ESTIMATOR=ML;ALGORITHM=INTEGRATION;INTEGRATION=MONTECARLO;PROCESSORS=4;
MODEL: [ETA@0]; ETA@1;
ETA BY WJPV10*(l1);
ETA BY WJPV12*(l2);
ETA BY WJPV13*(l3);
ETA BY WJPV14*(l4);
ETA BY WJPV15*(l5);
ETA BY WJPV16*(l6);
ETA BY WJPV17*(l7);
ETA BY WJPV18*(l8);
ETA BY WJPV19*(l9);
ETA BY WJPV20*(l10);
ETA BY WJPV21*(l11);
ETA BY WJPV22*(l12);
ETA BY WJPV23*(l13);
ETA BY WJPV24*(l14);
ETA BY WJPV25*(l15);
ETA BY WJPV26*(l16);
ETA BY WJPV27*(l17);
WJPV16 on GEND P201 P301 P501 P601 P901 AGE AGE_2;
MODEL CONSTRAINT: new(
l6_00*1
l6_1*0
l6_2*0
l6_3*0
l6_4*0
l6_5*0
l6_6*0
l6_7*0
l6_8*0
);
l6=l6_00
+l6_1*GEND
+l6_2*P201
+l6_3*P301
+l6_4*P501
+l6_5*P601
+l6_6*P901
+l6_7*AGE
+l6_8*AGE_2
;
OUTPUT: tech1;

TITLE: Measurement Invariance Model for WJPV17
DATA: FILE = "/MNLFA_V1/calibration.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
!
!
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501 P601 P901 AGE 
 AGE_2 ;
AUXILIARY= ID2 WAVE2 ;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
!
CONSTRAINT= GEND P201 P301 P501 P601 P901 AGE AGE_2 ;
ANALYSIS: ESTIMATOR=ML;ALGORITHM=INTEGRATION;INTEGRATION=MONTECARLO;PROCESSORS=4;
MODEL: [ETA@0]; ETA@1;
ETA BY WJPV10*(l1);
ETA BY WJPV12*(l2);
ETA BY WJPV13*(l3);
ETA BY WJPV14*(l4);
ETA BY WJPV15*(l5);
ETA BY WJPV16*(l6);
ETA BY WJPV17*(l7);
ETA BY WJPV18*(l8);
ETA BY WJPV19*(l9);
ETA BY WJPV20*(l10);
ETA BY WJPV21*(l11);
ETA BY WJPV22*(l12);
ETA BY WJPV23*(l13);
ETA BY WJPV24*(l14);
ETA BY WJPV25*(l15);
ETA BY WJPV26*(l16);
ETA BY WJPV27*(l17);
WJPV17 on GEND P201 P301 P501 P601 P901 AGE AGE_2;
MODEL CONSTRAINT: new(
l7_00*1
l7_1*0
l7_2*0
l7_3*0
l7_4*0
l7_5*0
l7_6*0
l7_7*0
l7_8*0
);
l7=l7_00
+l7_1*GEND
+l7_2*P201
+l7_3*P301
+l7_4*P501
+l7_5*P601
+l7_6*P901
+l7_7*AGE
+l7_8*AGE_2
;
OUTPUT: tech1;

TITLE: Measurement Invariance Model for WJPV18
DATA: FILE = "/MNLFA_V1/calibration.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
!
!
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501 P601 P901 AGE 
 AGE_2 ;
AUXILIARY= ID2 WAVE2 ;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
!
CONSTRAINT= GEND P201 P301 P501 P601 P901 AGE AGE_2 ;
ANALYSIS: ESTIMATOR=ML;ALGORITHM=INTEGRATION;INTEGRATION=MONTECARLO;PROCESSORS=4;
MODEL: [ETA@0]; ETA@1;
ETA BY WJPV10*(l1);
ETA BY WJPV12*(l2);
ETA BY WJPV13*(l3);
ETA BY WJPV14*(l4);
ETA BY WJPV15*(l5);
ETA BY WJPV16*(l6);
ETA BY WJPV17*(l7);
ETA BY WJPV18*(l8);
ETA BY WJPV19*(l9);
ETA BY WJPV20*(l10);
ETA BY WJPV21*(l11);
ETA BY WJPV22*(l12);
ETA BY WJPV23*(l13);
ETA BY WJPV24*(l14);
ETA BY WJPV25*(l15);
ETA BY WJPV26*(l16);
ETA BY WJPV27*(l17);
WJPV18 on GEND P201 P301 P501 P601 P901 AGE AGE_2;
MODEL CONSTRAINT: new(
l8_00*1
l8_1*0
l8_2*0
l8_3*0
l8_4*0
l8_5*0
l8_6*0
l8_7*0
l8_8*0
);
l8=l8_00
+l8_1*GEND
+l8_2*P201
+l8_3*P301
+l8_4*P501
+l8_5*P601
+l8_6*P901
+l8_7*AGE
+l8_8*AGE_2
;
OUTPUT: tech1;

TITLE: Measurement Invariance Model for WJPV19
DATA: FILE = "/MNLFA_V1/calibration.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
!
!
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501 P601 P901 AGE 
 AGE_2 ;
AUXILIARY= ID2 WAVE2 ;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
!
CONSTRAINT= GEND P201 P301 P501 P601 P901 AGE AGE_2 ;
ANALYSIS: ESTIMATOR=ML;ALGORITHM=INTEGRATION;INTEGRATION=MONTECARLO;PROCESSORS=4;
MODEL: [ETA@0]; ETA@1;
ETA BY WJPV10*(l1);
ETA BY WJPV12*(l2);
ETA BY WJPV13*(l3);
ETA BY WJPV14*(l4);
ETA BY WJPV15*(l5);
ETA BY WJPV16*(l6);
ETA BY WJPV17*(l7);
ETA BY WJPV18*(l8);
ETA BY WJPV19*(l9);
ETA BY WJPV20*(l10);
ETA BY WJPV21*(l11);
ETA BY WJPV22*(l12);
ETA BY WJPV23*(l13);
ETA BY WJPV24*(l14);
ETA BY WJPV25*(l15);
ETA BY WJPV26*(l16);
ETA BY WJPV27*(l17);
WJPV19 on GEND P201 P301 P501 P601 P901 AGE AGE_2;
MODEL CONSTRAINT: new(
l9_00*1
l9_1*0
l9_2*0
l9_3*0
l9_4*0
l9_5*0
l9_6*0
l9_7*0
l9_8*0
);
l9=l9_00
+l9_1*GEND
+l9_2*P201
+l9_3*P301
+l9_4*P501
+l9_5*P601
+l9_6*P901
+l9_7*AGE
+l9_8*AGE_2
;
OUTPUT: tech1;

TITLE: Measurement Invariance Model for WJPV20
DATA: FILE = "/MNLFA_V1/calibration.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
!
!
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501 P601 P901 AGE 
 AGE_2 ;
AUXILIARY= ID2 WAVE2 ;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
!
CONSTRAINT= GEND P201 P301 P501 P601 P901 AGE AGE_2 ;
ANALYSIS: ESTIMATOR=ML;ALGORITHM=INTEGRATION;INTEGRATION=MONTECARLO;PROCESSORS=4;
MODEL: [ETA@0]; ETA@1;
ETA BY WJPV10*(l1);
ETA BY WJPV12*(l2);
ETA BY WJPV13*(l3);
ETA BY WJPV14*(l4);
ETA BY WJPV15*(l5);
ETA BY WJPV16*(l6);
ETA BY WJPV17*(l7);
ETA BY WJPV18*(l8);
ETA BY WJPV19*(l9);
ETA BY WJPV20*(l10);
ETA BY WJPV21*(l11);
ETA BY WJPV22*(l12);
ETA BY WJPV23*(l13);
ETA BY WJPV24*(l14);
ETA BY WJPV25*(l15);
ETA BY WJPV26*(l16);
ETA BY WJPV27*(l17);
WJPV20 on GEND P201 P301 P501 P601 P901 AGE AGE_2;
MODEL CONSTRAINT: new(
l10_00*1
l10_1*0
l10_2*0
l10_3*0
l10_4*0
l10_5*0
l10_6*0
l10_7*0
l10_8*0
);
l10=l10_00
+l10_1*GEND
+l10_2*P201
+l10_3*P301
+l10_4*P501
+l10_5*P601
+l10_6*P901
+l10_7*AGE
+l10_8*AGE_2
;
OUTPUT: tech1;

TITLE: Measurement Invariance Model for WJPV21
DATA: FILE = "/MNLFA_V1/calibration.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
!
!
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501 P601 P901 AGE 
 AGE_2 ;
AUXILIARY= ID2 WAVE2 ;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
!
CONSTRAINT= GEND P201 P301 P501 P601 P901 AGE AGE_2 ;
ANALYSIS: ESTIMATOR=ML;ALGORITHM=INTEGRATION;INTEGRATION=MONTECARLO;PROCESSORS=4;
MODEL: [ETA@0]; ETA@1;
ETA BY WJPV10*(l1);
ETA BY WJPV12*(l2);
ETA BY WJPV13*(l3);
ETA BY WJPV14*(l4);
ETA BY WJPV15*(l5);
ETA BY WJPV16*(l6);
ETA BY WJPV17*(l7);
ETA BY WJPV18*(l8);
ETA BY WJPV19*(l9);
ETA BY WJPV20*(l10);
ETA BY WJPV21*(l11);
ETA BY WJPV22*(l12);
ETA BY WJPV23*(l13);
ETA BY WJPV24*(l14);
ETA BY WJPV25*(l15);
ETA BY WJPV26*(l16);
ETA BY WJPV27*(l17);
WJPV21 on GEND P201 P301 P501 P601 P901 AGE AGE_2;
MODEL CONSTRAINT: new(
l11_00*1
l11_1*0
l11_2*0
l11_3*0
l11_4*0
l11_5*0
l11_6*0
l11_7*0
l11_8*0
);
l11=l11_00
+l11_1*GEND
+l11_2*P201
+l11_3*P301
+l11_4*P501
+l11_5*P601
+l11_6*P901
+l11_7*AGE
+l11_8*AGE_2
;
OUTPUT: tech1;

TITLE: Measurement Invariance Model for WJPV22
DATA: FILE = "/MNLFA_V1/calibration.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
!
!
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501 P601 P901 AGE 
 AGE_2 ;
AUXILIARY= ID2 WAVE2 ;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
!
CONSTRAINT= GEND P201 P301 P501 P601 P901 AGE AGE_2 ;
ANALYSIS: ESTIMATOR=ML;ALGORITHM=INTEGRATION;INTEGRATION=MONTECARLO;PROCESSORS=4;
MODEL: [ETA@0]; ETA@1;
ETA BY WJPV10*(l1);
ETA BY WJPV12*(l2);
ETA BY WJPV13*(l3);
ETA BY WJPV14*(l4);
ETA BY WJPV15*(l5);
ETA BY WJPV16*(l6);
ETA BY WJPV17*(l7);
ETA BY WJPV18*(l8);
ETA BY WJPV19*(l9);
ETA BY WJPV20*(l10);
ETA BY WJPV21*(l11);
ETA BY WJPV22*(l12);
ETA BY WJPV23*(l13);
ETA BY WJPV24*(l14);
ETA BY WJPV25*(l15);
ETA BY WJPV26*(l16);
ETA BY WJPV27*(l17);
WJPV22 on GEND P201 P301 P501 P601 P901 AGE AGE_2;
MODEL CONSTRAINT: new(
l12_00*1
l12_1*0
l12_2*0
l12_3*0
l12_4*0
l12_5*0
l12_6*0
l12_7*0
l12_8*0
);
l12=l12_00
+l12_1*GEND
+l12_2*P201
+l12_3*P301
+l12_4*P501
+l12_5*P601
+l12_6*P901
+l12_7*AGE
+l12_8*AGE_2
;
OUTPUT: tech1;

TITLE: Measurement Invariance Model for WJPV23
DATA: FILE = "/MNLFA_V1/calibration.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
!
!
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501 P601 P901 AGE 
 AGE_2 ;
AUXILIARY= ID2 WAVE2 ;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
!
CONSTRAINT= GEND P201 P301 P501 P601 P901 AGE AGE_2 ;
ANALYSIS: ESTIMATOR=ML;ALGORITHM=INTEGRATION;INTEGRATION=MONTECARLO;PROCESSORS=4;
MODEL: [ETA@0]; ETA@1;
ETA BY WJPV10*(l1);
ETA BY WJPV12*(l2);
ETA BY WJPV13*(l3);
ETA BY WJPV14*(l4);
ETA BY WJPV15*(l5);
ETA BY WJPV16*(l6);
ETA BY WJPV17*(l7);
ETA BY WJPV18*(l8);
ETA BY WJPV19*(l9);
ETA BY WJPV20*(l10);
ETA BY WJPV21*(l11);
ETA BY WJPV22*(l12);
ETA BY WJPV23*(l13);
ETA BY WJPV24*(l14);
ETA BY WJPV25*(l15);
ETA BY WJPV26*(l16);
ETA BY WJPV27*(l17);
WJPV23 on GEND P201 P301 P501 P601 P901 AGE AGE_2;
MODEL CONSTRAINT: new(
l13_00*1
l13_1*0
l13_2*0
l13_3*0
l13_4*0
l13_5*0
l13_6*0
l13_7*0
l13_8*0
);
l13=l13_00
+l13_1*GEND
+l13_2*P201
+l13_3*P301
+l13_4*P501
+l13_5*P601
+l13_6*P901
+l13_7*AGE
+l13_8*AGE_2
;
OUTPUT: tech1;

TITLE: Measurement Invariance Model for WJPV24
DATA: FILE = "/MNLFA_V1/calibration.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
!
!
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501 P601 P901 AGE 
 AGE_2 ;
AUXILIARY= ID2 WAVE2 ;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
!
CONSTRAINT= GEND P201 P301 P501 P601 P901 AGE AGE_2 ;
ANALYSIS: ESTIMATOR=ML;ALGORITHM=INTEGRATION;INTEGRATION=MONTECARLO;PROCESSORS=4;
MODEL: [ETA@0]; ETA@1;
ETA BY WJPV10*(l1);
ETA BY WJPV12*(l2);
ETA BY WJPV13*(l3);
ETA BY WJPV14*(l4);
ETA BY WJPV15*(l5);
ETA BY WJPV16*(l6);
ETA BY WJPV17*(l7);
ETA BY WJPV18*(l8);
ETA BY WJPV19*(l9);
ETA BY WJPV20*(l10);
ETA BY WJPV21*(l11);
ETA BY WJPV22*(l12);
ETA BY WJPV23*(l13);
ETA BY WJPV24*(l14);
ETA BY WJPV25*(l15);
ETA BY WJPV26*(l16);
ETA BY WJPV27*(l17);
WJPV24 on GEND P201 P301 P501 P601 P901 AGE AGE_2;
MODEL CONSTRAINT: new(
l14_00*1
l14_1*0
l14_2*0
l14_3*0
l14_4*0
l14_5*0
l14_6*0
l14_7*0
l14_8*0
);
l14=l14_00
+l14_1*GEND
+l14_2*P201
+l14_3*P301
+l14_4*P501
+l14_5*P601
+l14_6*P901
+l14_7*AGE
+l14_8*AGE_2
;
OUTPUT: tech1;

TITLE: Measurement Invariance Model for WJPV25
DATA: FILE = "/MNLFA_V1/calibration.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
!
!
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501 P601 P901 AGE 
 AGE_2 ;
AUXILIARY= ID2 WAVE2 ;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
!
CONSTRAINT= GEND P201 P301 P501 P601 P901 AGE AGE_2 ;
ANALYSIS: ESTIMATOR=ML;ALGORITHM=INTEGRATION;INTEGRATION=MONTECARLO;PROCESSORS=4;
MODEL: [ETA@0]; ETA@1;
ETA BY WJPV10*(l1);
ETA BY WJPV12*(l2);
ETA BY WJPV13*(l3);
ETA BY WJPV14*(l4);
ETA BY WJPV15*(l5);
ETA BY WJPV16*(l6);
ETA BY WJPV17*(l7);
ETA BY WJPV18*(l8);
ETA BY WJPV19*(l9);
ETA BY WJPV20*(l10);
ETA BY WJPV21*(l11);
ETA BY WJPV22*(l12);
ETA BY WJPV23*(l13);
ETA BY WJPV24*(l14);
ETA BY WJPV25*(l15);
ETA BY WJPV26*(l16);
ETA BY WJPV27*(l17);
WJPV25 on GEND P201 P301 P501 P601 P901 AGE AGE_2;
MODEL CONSTRAINT: new(
l15_00*1
l15_1*0
l15_2*0
l15_3*0
l15_4*0
l15_5*0
l15_6*0
l15_7*0
l15_8*0
);
l15=l15_00
+l15_1*GEND
+l15_2*P201
+l15_3*P301
+l15_4*P501
+l15_5*P601
+l15_6*P901
+l15_7*AGE
+l15_8*AGE_2
;
OUTPUT: tech1;

TITLE: Measurement Invariance Model for WJPV26
DATA: FILE = "/MNLFA_V1/calibration.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
!
!
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501 P601 P901 AGE 
 AGE_2 ;
AUXILIARY= ID2 WAVE2 ;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
!
CONSTRAINT= GEND P201 P301 P501 P601 P901 AGE AGE_2 ;
ANALYSIS: ESTIMATOR=ML;ALGORITHM=INTEGRATION;INTEGRATION=MONTECARLO;PROCESSORS=4;
MODEL: [ETA@0]; ETA@1;
ETA BY WJPV10*(l1);
ETA BY WJPV12*(l2);
ETA BY WJPV13*(l3);
ETA BY WJPV14*(l4);
ETA BY WJPV15*(l5);
ETA BY WJPV16*(l6);
ETA BY WJPV17*(l7);
ETA BY WJPV18*(l8);
ETA BY WJPV19*(l9);
ETA BY WJPV20*(l10);
ETA BY WJPV21*(l11);
ETA BY WJPV22*(l12);
ETA BY WJPV23*(l13);
ETA BY WJPV24*(l14);
ETA BY WJPV25*(l15);
ETA BY WJPV26*(l16);
ETA BY WJPV27*(l17);
WJPV26 on GEND P201 P301 P501 P601 P901 AGE AGE_2;
MODEL CONSTRAINT: new(
l16_00*1
l16_1*0
l16_2*0
l16_3*0
l16_4*0
l16_5*0
l16_6*0
l16_7*0
l16_8*0
);
l16=l16_00
+l16_1*GEND
+l16_2*P201
+l16_3*P301
+l16_4*P501
+l16_5*P601
+l16_6*P901
+l16_7*AGE
+l16_8*AGE_2
;
OUTPUT: tech1;

TITLE: Measurement Invariance Model for WJPV27
DATA: FILE = "/MNLFA_V1/calibration.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
!
!
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501 P601 P901 AGE 
 AGE_2 ;
AUXILIARY= ID2 WAVE2 ;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
!
CONSTRAINT= GEND P201 P301 P501 P601 P901 AGE AGE_2 ;
ANALYSIS: ESTIMATOR=ML;ALGORITHM=INTEGRATION;INTEGRATION=MONTECARLO;PROCESSORS=4;
MODEL: [ETA@0]; ETA@1;
ETA BY WJPV10*(l1);
ETA BY WJPV12*(l2);
ETA BY WJPV13*(l3);
ETA BY WJPV14*(l4);
ETA BY WJPV15*(l5);
ETA BY WJPV16*(l6);
ETA BY WJPV17*(l7);
ETA BY WJPV18*(l8);
ETA BY WJPV19*(l9);
ETA BY WJPV20*(l10);
ETA BY WJPV21*(l11);
ETA BY WJPV22*(l12);
ETA BY WJPV23*(l13);
ETA BY WJPV24*(l14);
ETA BY WJPV25*(l15);
ETA BY WJPV26*(l16);
ETA BY WJPV27*(l17);
WJPV27 on GEND P201 P301 P501 P601 P901 AGE AGE_2;
MODEL CONSTRAINT: new(
l17_00*1
l17_1*0
l17_2*0
l17_3*0
l17_4*0
l17_5*0
l17_6*0
l17_7*0
l17_8*0
);
l17=l17_00
+l17_1*GEND
+l17_2*P201
+l17_3*P301
+l17_4*P501
+l17_5*P601
+l17_6*P901
+l17_7*AGE
+l17_8*AGE_2
;
OUTPUT: tech1;

###################################### Calibration models  ########################
TITLE: Round 2 Calibration Model
DATA: FILE = "MNLFA_V1/calibration.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
!
!
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501 P601 P901 AGE 
 AGE_2;
AUXILIARY= ID2 WAVE2 ;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
!
CONSTRAINT= P201 P501 P601 P901 GEND P301 AGE AGE_2 ;
ANALYSIS: ESTIMATOR=ML;ALGORITHM=INTEGRATION;INTEGRATION=MONTECARLO;PROCESSORS=4;
MODEL: [ETA@0];ETA*(veta);
ETA BY WJPV10*(l_1);
ETA BY WJPV12*(l_2);
ETA BY WJPV13*(l_3);
ETA BY WJPV14*(l_4);
ETA BY WJPV15*(l_5);
ETA BY WJPV16*(l_6);
ETA BY WJPV17*(l_7);
ETA BY WJPV18*(l_8);
ETA BY WJPV19*(l_9);
ETA BY WJPV20*(l_10);
ETA BY WJPV21*(l_11);
ETA BY WJPV22*(l_12);
ETA BY WJPV23*(l_13);
ETA BY WJPV24*(l_14);
ETA BY WJPV25*(l_15);
ETA BY WJPV26*(l_16);
ETA BY WJPV27*(l_17);
ETA ON GEND; ETA ON P201; ETA ON P301; ETA ON P501; ETA ON P601; ETA ON P901; 
ETA ON AGE; 
ETA ON AGE_2;
WJPV10 on GEND P601;
WJPV12 on P201 P501 P601;
WJPV13 on P501 AGE AGE_2;
WJPV14 on GEND P201;
WJPV15 on GEND;
WJPV16 on GEND P501 P901 AGE AGE_2;
WJPV17 on P201 P601 P901 AGE AGE_2;
WJPV18 on P901;
WJPV19 on GEND P501 P901;
WJPV20 on P201 P901;
WJPV21 on GEND P601;
WJPV22 on GEND P201 P301 P901;
WJPV23 on P501 P601 P901 AGE AGE_2;
WJPV24 on GEND AGE AGE_2;
JPV25 on GEND AGE AGE_2;
WJPV26 on GEND P901;

MODEL CONSTRAINT: new( v2*0 v4*0 v5*0 v6*0
l1_0*1   l1_5*0
l3_0*1   l3_7*0  l3_8*0
l7_0*1   l7_5*0
l9_0*1   l9_4*0  l9_6*0
l10_0*1   l10_6*0
l11_0*1   l11_1*0
l12_0*1   l12_2*0  l12_3*0
l13_0*1   l13_5*0
l14_0*1   l14_7*0  l14_8*0
l16_0*1   l16_1*0  l16_6*0
);
veta=1*exp(
v2*P201+
v4*P501+
v5*P601+
v6*P901+
0);
l_1=l1_0 +l1_5*P601;
l_3=l3_0 +l3_7*AGE +l3_8*AGE_2;
l_7=l7_0 +l7_5*P601;
l_9=l9_0 +l9_4*P501 +l9_6*P901;
l_10=l10_0 +l10_6*P901;
l_11=l11_0 +l11_1*GEND;
l_12=l12_0 +l12_2*P201 +l12_3*P301;
l_13=l13_0 +l13_5*P601;
l_14=l14_0 +l14_7*AGE +l14_8*AGE_2;
l_16=l16_0 +l16_1*GEND +l16_6*P901;
OUTPUT: tech1;

TITLE: Final Model to Get Scoring Parameters
DATA: FILE = "/MNLFA_V1/calibration.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
!
!
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P501 P601 P901 AGE P301 
 AGE_2;
AUXILIARY= ID2 WAVE2 ;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
!
CONSTRAINT= P501 P901 AGE ;
ANALYSIS: ESTIMATOR=ML;ALGORITHM=INTEGRATION;INTEGRATION=MONTECARLO;PROCESSORS=4;
MODEL: [ETA@0];ETA*(veta);
ETA BY WJPV10*(l_1);
ETA BY WJPV12*(l_2);
ETA BY WJPV13*(l_3);
ETA BY WJPV14*(l_4);
ETA BY WJPV15*(l_5);
ETA BY WJPV16*(l_6);
ETA BY WJPV17*(l_7);
ETA BY WJPV18*(l_8);
ETA BY WJPV19*(l_9);
ETA BY WJPV20*(l_10);
ETA BY WJPV21*(l_11);
ETA BY WJPV22*(l_12);
ETA BY WJPV23*(l_13);
ETA BY WJPV24*(l_14);
ETA BY WJPV25*(l_15);
ETA BY WJPV26*(l_16);
ETA BY WJPV27*(l_17);
ETA ON GEND; ETA ON P201; ETA ON P301; ETA ON P601; ETA ON P901; ETA ON AGE; ETA ON AGE_2;
WJPV10 on GEND;
WJPV12 on P601;
WJPV13 on AGE;
WJPV14 on GEND;
WJPV15 on GEND;
WJPV16 on P901 AGE;
WJPV17 on P901 AGE;
WJPV19 on GEND P501 P901;
WJPV20 on P901;
WJPV21 on GEND;
WJPV22 on GEND P201;
WJPV23 on P501 AGE;
WJPV24 on AGE;
MODEL CONSTRAINT: new(
V4*0
V6*0
l3_0*1   l3_7*0
l9_0*1   l9_6*0
l14_0*1   l14_7*0
);
veta=1*exp(
v4*P501+
v6*P901+
0);
l_3=l3_0 +l3_7*AGE;
l_9=l9_0 +l9_6*P901;
l_14=l14_0 +l14_7*AGE;

################################ Scoring - Generating Factor Scores ##########################
NOTE: CHANGE DATA FILE HERE

TITLE: Scoring Model
DATA: FILE = "/Users/willavandijk/Desktop/MNLFA_V1/full.txt";
VARIABLE: 
NAMES = ID ID2 WAVE2 WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19
     WJPV20 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P501
     P601 P901 AGE AGE_2; 
MISSING=.;
!
!
USEVARIABLES= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
 WJPV21 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 GEND P201 P301 P601 P901 AGE AGE_2 
 P501;
AUXILIARY=ID2 WAVE2;
CLUSTER = ID;
CATEGORICAL= WJPV10 WJPV12 WJPV13 WJPV14 WJPV15 WJPV16 WJPV17 WJPV18 WJPV19 WJPV20 
WJPV21 
 WJPV22 WJPV23 WJPV24 WJPV25 WJPV26 WJPV27 ;
!
CONSTRAINT= P501 P901 AGE ;
ANALYSIS: ESTIMATOR=ML; ALGORITHM=INTEGRATION; INTEGRATION=MONTECARLO; PROCESSORS=4; 
TYPE = COMPLEX;
MODEL: [ETA@0];ETA*(veta);
ETA BY WJPV10 @1.086;
ETA BY WJPV12 @1.253;
ETA BY WJPV13*(l_3);
ETA BY WJPV14 @1.036;
ETA BY WJPV15 @1.213;
ETA BY WJPV16 @1.067;
ETA BY WJPV17 @0.609;
ETA BY WJPV18 @1.03;
ETA BY WJPV19*(l_9);
ETA BY WJPV20 @1.247;
ETA BY WJPV21 @1.31;
ETA BY WJPV22 @0.881;
ETA BY WJPV23 @1.72;
ETA BY WJPV24*(l_14);
ETA BY WJPV25 @1.531;
ETA BY WJPV26 @1.23;
ETA BY WJPV27 @1.612;
ETA ON GEND@-0.124;
ETA ON P201@-0.306;
ETA ON P301@0.112;
ETA ON P601@0.173;
ETA ON P901@0.294;
ETA ON AGE@0.385;
ETA ON AGE_2@-0.254;
WJPV10 ON GEND@0.37;
WJPV12 ON P601@0.271;
WJPV13 ON AGE@0.063;
WJPV14 ON GEND@0.341;
WJPV15 ON GEND@0.284;
WJPV16 ON P901@0.369;
WJPV16 ON AGE@0.219;
WJPV17 ON P901@-0.12;
WJPV17 ON AGE@0.359;
WJPV19 ON GEND@-0.247;
WJPV19 ON P501@-0.434;
WJPV19 ON P901@0.001;
WJPV20 ON P901@0.183;
WJPV21 ON GEND@0.22;
WJPV22 ON GEND@0.301;
WJPV22 ON P201@0.181;
WJPV23 ON P501@-0.392;
WJPV23 ON AGE@0.423;
WJPV24 ON AGE@0.274;
[WJPV10$1@-3.682];
[WJPV12$1@-2.977];
[WJPV13$1@-1.374];
[WJPV14$1@-2.666];
[WJPV15$1@-3.083];
[WJPV16$1@-0.869];
[WJPV17$1@-1.099];
[WJPV18$1@-0.972];
[WJPV19$1@-0.096];
[WJPV20$1@0.528];
[WJPV21$1@0.731];
[WJPV22$1@0.697];
[WJPV23$1@1.726];
[WJPV24$1@1.157];
[WJPV25$1@2.135];
[WJPV26$1@3.617];
[WJPV27$1@3.851];
MODEL CONSTRAINT:
  veta=1*exp(0.211*P501+ -0.394*P901
  0);
  l_3=0.641 -0.303*AGE;
  l_9=1.112 -0.284*P901;
  l_14=1.051 -0.246*AGE;


OUTPUT: tech1;
SAVEDATA: SAVE=FSCORES; FILE=scores.dat;