Hello all,
I'm trying to use datapreprocess.impute action to impute interval variables with their medians. However, when inspecting the output table, the missing values are not imputed.
The code is shown below, and, this is part of the "High-Performance Data Processing with CASL in SAS Viya" Course.
proc cas; inTbl={name="cars_raw", caslib="casuser"}; outTbl={name="cars_imputed", caslib="casuser"}; table.upload / path="&path/data/my_data/cars_raw.sas7bdat" casOut=inTbl || {replace=TRUE}; table.columnInfo / table=inTbl; simple.distinct / table=inTbl; datapreprocess.impute / table=inTbl, casOut=outTbl || {replace=TRUE}, inputs={"EngineSize","Cylinders"}, methodInterval="MEDIAN", copyAllVars=TRUE; table.columnInfo / table=outTbl; simple.distinct / table=outTbl; quit;
Appreciate your explanation on this.
It's creating new variables with the imputed results:
Good news: We've extended SAS Hackathon registration until Sept. 12, so you still have time to be part of our biggest event yet – our five-year anniversary!
Learn how use the CAT functions in SAS to join values from multiple variables into a single value.
Find more tutorials on the SAS Users YouTube channel.
Ready to level-up your skills? Choose your own adventure.