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Giampaolo
Obsidian | Level 7

Hi,

How can I pool the results of the Jonckheere-Terpstra Test from multiply imputed datasets?

Below is my code to generate a datasets with JT statistics from multiple imputations.

Thank you

Giampaolo

 

proc freq data=mydata;
Table triglycerides*TumorSTAGE/JT noprint;
output out=TT1 JT;
by _imputation_ ;
run;

2 REPLIES 2
SAS_Rob
SAS Employee

Unfortunately there is no direct way to combine non-parametric statistics that depend on the normal distribution for their p-values like the JT test using Proc MIANALYZE.  The theory behind combined estimates requires both a point estimate and a standard error.  

Giampaolo
Obsidian | Level 7
Thank you! What would you recommend then? Report one p value from the imputations? For example the highest to be more conservative?

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