SAS SURVEYREG procedure to plot interaction terms between continuous predictors and binary var

berylsky1 — Tue, 14 May 2024 20:43:55 GMT

Hello SAS Community,

I am seeking guidance on how to graphically display a multiple linear regression line with a binary*continuous interaction using PROC SURVEYREG.

My model is as follows:

model continuous_outcome = predictor1 (continuous) + predictor2 (continuous) + predictor3 (continuous) + gender (binary)*predictor1 + gender* predictor2 + gender*predictor3 + covariates (continuous + categorical);

My goal is to create multiple graphs to visualize the main effects of the predictors and gender, as well as the interaction effects.

Unfortunately, I am currently unable to test the code myself as the SAS Studio is undergoing scheduled maintenance.

If anyone has experience with this type of analysis and graphing approach, I would greatly appreciate if you could share helpful links, code snippets, or any guidance that could assist me in achieving this visualization.

Any insights or recommendations would be invaluable in helping me effectively present and interpret the results from this moderated regression analysis.

Thank you in advance for your assistance!

Re: SAS SURVEYREG procedure to plot interaction terms between continuous predictors and binary var

cici0017 — Wed, 10 Jul 2024 04:02:13 GMT

It looks to me you should use PROC MIXED/PROC GLIMMIX for your model instead of PROC SURVEYREG. See the examples here -

https://go.documentation.sas.com/doc/en/pgmsascdc/9.4_3.3/statug/statug_mixed_examples08.htm

If you can post your code here, we could take a further look.

topic Re: SAS SURVEYREG procedure to plot interaction terms between continuous predictors and binary var in Statistical Procedures

SAS SURVEYREG procedure to plot interaction terms between continuous predictors and binary var

Re: SAS SURVEYREG procedure to plot interaction terms between continuous predictors and binary var