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Copy pathDemonstrateMixTvem.sas
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DemonstrateMixTvem.sas
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%INCLUDE "C:\Users\jjd264\Documents\Sims-MixTvem\Tvem_Mix_Normal.sas";
PROC IMPORT OUT=SubjectLevelData
DATAFILE= "C:\Users\jjd264\Documents\Sims-MixTvem\MixTvemSampleSubjectLevel.txt"
DBMS=TAB REPLACE;
GETNAMES=YES;
DATAROW=2;
RUN;
PROC IMPORT OUT=ObservationLevelData
DATAFILE= "C:\Users\jjd264\Documents\Sims-MixTvem\MixTvemSampleObservationLevel.txt"
DBMS=TAB REPLACE;
GETNAMES=YES;
DATAROW=2;
RUN;
DATA Combined;
MERGE SubjectLevelData ObservationLevelData;
BY ID;
RUN;
PROC MEANS DATA=Combined;
RUN;
DATA Combined;
SET Combined;
CenteredNA = NegAffect - 1.5688092;
Intercept = 1;
RUN;
%TVEM_Mix_Normal(mydata = Combined,
time = Time,
dep = urge,
id = ID ,
tcov = Intercept ,
latent_classes = 2,
Knots = 6 ,
Num_Starts = 5,
Std_Err_Option = yes );
SYMBOL1 COLOR="BLUE" INTERPOL=JOIN LINE=1 VALUE=NONE WIDTH=2;
SYMBOL2 COLOR="BLUE" INTERPOL=JOIN LINE=2 VALUE=NONE WIDTH=2;
SYMBOL3 COLOR="BLUE" INTERPOL=JOIN LINE=2 VALUE=NONE WIDTH=2;
SYMBOL4 COLOR="RED" INTERPOL=JOIN LINE=1 VALUE=NONE WIDTH=2;
SYMBOL5 COLOR="RED" INTERPOL=JOIN LINE=2 VALUE=NONE WIDTH=2;
SYMBOL6 COLOR="RED" INTERPOL=JOIN LINE=2 VALUE=NONE WIDTH=2;
PROC GPLOT DATA=MixTVEMGridFittedBeta1;
PLOT Class1*Time Upper_Class1*Time Lower_Class1*Time
Class2*Time Upper_Class2*Time Lower_Class2*Time
/ OVERLAY;
RUN;QUIT;
SYMBOL1; SYMBOL2; SYMBOL3; SYMBOL4; SYMBOL5; SYMBOL6;
%TVEM_Mix_Normal(mydata = Combined,
time = Time,
dep = urge,
id = ID ,
tcov = Intercept ,
cov = CenteredNA,
latent_classes = 2,
Knots = 6 ,
Num_Starts = 5,
Std_Err_Option = yes );
SYMBOL1 COLOR="BLUE" INTERPOL=JOIN LINE=1 VALUE=NONE WIDTH=2;
SYMBOL2 COLOR="BLUE" INTERPOL=JOIN LINE=2 VALUE=NONE WIDTH=2;
SYMBOL3 COLOR="BLUE" INTERPOL=JOIN LINE=2 VALUE=NONE WIDTH=2;
SYMBOL4 COLOR="RED" INTERPOL=JOIN LINE=1 VALUE=NONE WIDTH=2;
SYMBOL5 COLOR="RED" INTERPOL=JOIN LINE=2 VALUE=NONE WIDTH=2;
SYMBOL6 COLOR="RED" INTERPOL=JOIN LINE=2 VALUE=NONE WIDTH=2;
PROC GPLOT DATA=MixTVEMGridFittedBeta1;
PLOT Class1*Time Upper_Class1*Time Lower_Class1*Time
Class2*Time Upper_Class2*Time Lower_Class2*Time
/ OVERLAY;
RUN;QUIT;
%TVEM_Mix_Normal(mydata = Combined,
time = Time,
dep = urge,
id = ID ,
deg = 3,
tcov = Intercept CenteredNA,
latent_classes = 2,
Knots = 6 6 ,
Num_Starts = 5,
Std_Err_Option = yes );
SYMBOL1 COLOR="BLUE" INTERPOL=JOIN LINE=1 VALUE=NONE WIDTH=2;
SYMBOL2 COLOR="BLUE" INTERPOL=JOIN LINE=2 VALUE=NONE WIDTH=2;
SYMBOL3 COLOR="BLUE" INTERPOL=JOIN LINE=2 VALUE=NONE WIDTH=2;
SYMBOL4 COLOR="RED" INTERPOL=JOIN LINE=1 VALUE=NONE WIDTH=2;
SYMBOL5 COLOR="RED" INTERPOL=JOIN LINE=2 VALUE=NONE WIDTH=2;
SYMBOL6 COLOR="RED" INTERPOL=JOIN LINE=2 VALUE=NONE WIDTH=2;
PROC GPLOT DATA=MixTVEMGridFittedBeta1;
PLOT Class1*Time Upper_Class1*Time Lower_Class1*Time
Class2*Time Upper_Class2*Time Lower_Class2*Time
/ OVERLAY;
RUN;QUIT;
PROC GPLOT DATA=MixTVEMGridFittedBeta2;
PLOT Class1*Time Upper_Class1*Time Lower_Class1*Time
Class2*Time Upper_Class2*Time Lower_Class2*Time
/ OVERLAY;
RUN;QUIT;
%TVEM_Mix_Normal(mydata = Combined,
time = Time,
dep = urge,
id = ID ,
tcov = Intercept CenteredNA,
latent_classes = 2,
scov = BaselineCigarettesPerDay MinutesToFirstCigarette,
Knots = 6 6 ,
Num_Starts = 5,
Std_Err_Option = yes );
SYMBOL1 COLOR="BLUE" INTERPOL=JOIN LINE=1 VALUE=NONE WIDTH=2;
SYMBOL2 COLOR="BLUE" INTERPOL=JOIN LINE=2 VALUE=NONE WIDTH=2;
SYMBOL3 COLOR="BLUE" INTERPOL=JOIN LINE=2 VALUE=NONE WIDTH=2;
SYMBOL4 COLOR="RED" INTERPOL=JOIN LINE=1 VALUE=NONE WIDTH=2;
SYMBOL5 COLOR="RED" INTERPOL=JOIN LINE=2 VALUE=NONE WIDTH=2;
SYMBOL6 COLOR="RED" INTERPOL=JOIN LINE=2 VALUE=NONE WIDTH=2;
PROC GPLOT DATA=MixTVEMGridFittedBeta1;
PLOT Class1*Time Upper_Class1*Time Lower_Class1*Time
Class2*Time Upper_Class2*Time Lower_Class2*Time
/ OVERLAY;
RUN;QUIT;
PROC GPLOT DATA=MixTVEMGridFittedBeta2;
PLOT Class1*Time Upper_Class1*Time Lower_Class1*Time
Class2*Time Upper_Class2*Time Lower_Class2*Time
/ OVERLAY;
RUN;QUIT;
%TVEM_Mix_Normal(mydata = Combined,
time = Time,
dep = urge,
id = ID ,
tcov = Intercept CenteredNA,
latent_classes = 2,
scov = RelapseAtOneMonth,
Knots = 6 6 ,
Num_Starts = 5,
Std_Err_Option = yes );
SYMBOL1 COLOR="BLUE" INTERPOL=JOIN LINE=1 VALUE=NONE WIDTH=2;
SYMBOL2 COLOR="BLUE" INTERPOL=JOIN LINE=2 VALUE=NONE WIDTH=2;
SYMBOL3 COLOR="BLUE" INTERPOL=JOIN LINE=2 VALUE=NONE WIDTH=2;
SYMBOL4 COLOR="RED" INTERPOL=JOIN LINE=1 VALUE=NONE WIDTH=2;
SYMBOL5 COLOR="RED" INTERPOL=JOIN LINE=2 VALUE=NONE WIDTH=2;
SYMBOL6 COLOR="RED" INTERPOL=JOIN LINE=2 VALUE=NONE WIDTH=2;
PROC GPLOT DATA=MixTVEMGridFittedBeta1;
PLOT Class1*Time Upper_Class1*Time Lower_Class1*Time
Class2*Time Upper_Class2*Time Lower_Class2*Time
/ OVERLAY;
RUN;QUIT;
PROC GPLOT DATA=MixTVEMGridFittedBeta2;
PLOT Class1*Time Upper_Class1*Time Lower_Class1*Time
Class2*Time Upper_Class2*Time Lower_Class2*Time
/ OVERLAY;
RUN;QUIT;