Generating Proportional Odds Score test for Ordinal logisitc regression in PROC GENMOD

CarrotAnalyst — Tue, 04 Apr 2023 16:26:32 GMT

Hello,

I am trying to generate a proportional odds score test using PROC GENMOD. I am aware that I can generate this with PROC LOGISTIC but would my repeated subject impact the score test? If so, then how do I get the Score Test for the Proportional Odds Assumption?

Here's my code:

Outcome: _stress_3cat

Predictor: age

Clustered on city and network based on sampling

proc genmod data=nursesds descending;
class _stress_3cat(ref='1')/param=ref;
model _stress_3cat = age/d=mult link=cumlogit type3;

repeated subject = city*network/type=cs;

run;

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Generating Proportional Odds Score test for Ordinal logisitc regression in PROC GENMOD