Hello!
I have attempted to run Multiple Imputation on my dataset. After the imputation ran I still had missing data in the pooled data set.
Do you know what might have caused this issue? I'm not sure if this is common or if there is an issue in my syntax or Data that may be creating this issue. Please see my syntax below:
SET THREADS = 4.
USE ALL.
FILTER OFF.
SORT CASES BY YEAR SUBJID.
EXECUTE.
SET SEED=20220913.
MULTIPLE IMPUTATION
INSTDICO
INSTCONT
WHITE
BLACK
Brown
Black_Brown_Total
BLACK_BROWN_AUTISM
MINORITIZED_POC
RECODEAUTISM
HSGPA
COLLEGE_INVOLVEMENT
HABITS_OF_MIND_GRP
ACADEMIC_SELFCONCEPT_GRP
SOCIAL_SELFCONCEPT_GRP
DEGASPDICO
SEX
FIRSTGEN
INCOME
ACT_FINAL
BLACK_BROWN_XINCOME
BLACK_BROWN_XHSGPA
BLACK_BROWN_XHOMG
BLACK_BROWN_XCOLLINV
BLACK_BROWN_XASCG
BLACK_BROWN_XSSCG
BLACK_BROWN_XACT
BLACK_BROWN_XSEX
BLACK_BROWN_XFIRSTGEN
BLACK_BROWN_XDEGASP
WHITE_XINCOME
WHITE_XHSGPA
WHITE_XHOMG
WHITE_XCOLLINV
WHITE_XASCG
WHITE_XSSCG
WHITE_XACT
WHITE_XSEX
WHITE_XFIRSTGEN
WHITE_XDEGASP
AUTISM_XINCOME
AUTISM_XHSGPA
AUTISM_XHOMG
AUTISM_XCOLLINV
AUTISM_XASCG
AUTISM_XSSCG
AUTISM_XACT
AUTISM_XSEX
AUTISM_XFIRSTGEN
AUTISM_XDEGASP
AUTISM_XBLACK_BROWN
AUTISM_XWHITE
RECODE_DISAB01
RECODE_DISAB02
RECODE_DISAB04
RECODE_DISAB05
RECODE_DISAB06
RECODE_DISAB07
/ANALYSISWEIGHT STUDWGT
/IMPUTE METHOD=FCS MAXITER= 100 NIMPUTATIONS=10 SCALEMODEL=LINEAR INTERACTIONS=NONE
SINGULAR=1E-012 MAXPCTMISSING=NONE MAXMODELPARAM =10000
/CONSTRAINTS BLACK_BROWN_XINCOME( ROLE=IND)
/CONSTRAINTS BLACK_BROWN_XHSGPA( ROLE=IND)
/CONSTRAINTS BLACK_BROWN_XHOMG( ROLE=IND)
/CONSTRAINTS BLACK_BROWN_XCOLLINV( ROLE=IND)
/CONSTRAINTS BLACK_BROWN_XASCG( ROLE=IND)
/CONSTRAINTS BLACK_BROWN_XSSCG( ROLE=IND)
/CONSTRAINTS BLACK_BROWN_XACT( ROLE=IND)
/CONSTRAINTS BLACK_BROWN_XSEX( ROLE=IND)
/CONSTRAINTS BLACK_BROWN_XFIRSTGEN( ROLE=IND)
/CONSTRAINTS BLACK_BROWN_XDEGASP( ROLE=IND)
/CONSTRAINTS WHITE_XINCOME( ROLE=IND)
/CONSTRAINTS WHITE_XHSGPA( ROLE=IND)
/CONSTRAINTS WHITE_XHOMG( ROLE=IND)
/CONSTRAINTS WHITE_XCOLLINV( ROLE=IND)
/CONSTRAINTS WHITE_XASCG( ROLE=IND)
/CONSTRAINTS WHITE_XSSCG( ROLE=IND)
/CONSTRAINTS WHITE_XACT( ROLE=IND)
/CONSTRAINTS WHITE_XSEX( ROLE=IND)
/CONSTRAINTS WHITE_XFIRSTGEN( ROLE=IND)
/CONSTRAINTS WHITE_XDEGASP ( ROLE=IND)
/CONSTRAINTS AUTISM_XINCOME( ROLE=IND)
/CONSTRAINTS AUTISM_XHSGPA( ROLE=IND)
/CONSTRAINTS AUTISM_XHOMG( ROLE=IND)
/CONSTRAINTS AUTISM_XCOLLINV( ROLE=IND)
/CONSTRAINTS AUTISM_XASCG( ROLE=IND)
/CONSTRAINTS AUTISM_XSSCG( ROLE=IND)
/CONSTRAINTS AUTISM_XACT( ROLE=IND)
/CONSTRAINTS AUTISM_XSEX( ROLE=IND)
/CONSTRAINTS AUTISM_XFIRSTGEN( ROLE=IND)
/CONSTRAINTS AUTISM_XDEGASP ( ROLE=IND)
/CONSTRAINTS AUTISM_XBLACK_BROWN( ROLE=IND)
/CONSTRAINTS AUTISM_XWHITE( ROLE=IND)
/CONSTRAINTS DEGASP (RND=1 MIN=0 MAX=1)
/MISSINGSUMMARIES NONE
/IMPUTATIONSUMMARIES MODELS DESCRIPTIVES
/OUTFILE IMPUTATIONS=courtney_syntax_9_14_22.sav FCSITERATIONS=iteration_history. ------------------------------
Courtney B Francis
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#SPSSStatistics