topic Re: accessing spline design variables in proc surveylogistic in Statistical Procedures

accessing spline design variables in proc surveylogistic

Saifulinfs — Sat, 01 Jul 2023 22:18:13 GMT

I am running Proc Surveylogistic where I have created spline variables through the effect statement. However, unlike proc logistic, this procedure (proc surveylogistic) doesn't support the outdesign= option. Could you help me how to get access / retrieve the spline design variables constructed through the effect statement?

Re: accessing spline design variables in proc surveylogistic

sbxkoenk — Sun, 02 Jul 2023 08:28:16 GMT

Hello,

I believe you can do it in two steps.

(Not sure as I am not aware of peculiarities in survey-procedures)

If you use the OUTDESIGN= option in PROC GLMSELECT, you would obtain the spline basis. PROC LOGISTIC and PROC GLIMMIX have the similar functionality (outdesign=). They all support the EFFECT statement.

Then use the design variables (as effects --> right-hand side x-variables) directly in the MODEL stmt of PROC SURVEYLOGISTIC. (you don't need EFFECT stmt anymore).

Tip : it can be a bit of a challenge to specify the model correctly. Keep going until you get exactly the same output without EFFECT statement (2 steps, but 1st step having EFFECT stmt of course) than with EFFECT statement (all in one step).

Good luck,

Koen

Re: accessing spline design variables in proc surveylogistic

Saifulinfs — Sun, 02 Jul 2023 08:33:10 GMT

Thank you but if I use the spline variables directly in the model statement, How I am going to allow nonlinear effect? Including the spline variables directly as right hand side variables in the model statement would assume linearity with the logit of the outcome

Re: accessing spline design variables in proc surveylogistic

Ksharp — Sun, 02 Jul 2023 09:51:37 GMT

https://communities.sas.com/t5/Statistical-Procedures/CUBIC-SPLINE-YIELD-CURVES/m-p/845315