topic Re: How do I use the margins macro to calculate risk differences for an interaction term? in Statistical Procedures

How do I use the margins macro to calculate risk differences for an interaction term?

emery049 — Mon, 25 Oct 2021 19:08:24 GMT

Hello,

I'm using the margins macro in SAS 9.4 to calculate risk differences. My model is looking at changes in pre-pregnancy overweight and obesity (ovob) over time (time) as a function of rurality status (rural). The outcome of pre-pregnancy overweight and obesity (ovob) is dichotomous, rurality status (rural) is also dichotomous, and the time variable has 4 levels. I am currently able to get risk differences for the main effects of rurality status and time by listing them separately in the "margins" statement. However, I'm not sure how to get risk differences for the interaction time (rural*time). Any guidance would be much appreciated! I've copied my code below.

%Margins(data = wicmarg,

class = rural time,

response = ovob,

roptions = event='1' ,

model = rural time rural*time,

dist = binomial,

margins = rural,

options = atmeans cl diff reverse);

run;

Re: How do I use the margins macro to calculate risk differences for an interaction term?

StatDave — Tue, 26 Oct 2021 01:05:53 GMT

Getting margins for an interaction means getting margins for each of the combinations of levels of the interacting variables. You can do that by simply specifying the interaction in margins=.

%Margins(data = wicmarg,
         class = rural time,
         response = ovob,
         roptions = event='1' ,
         model = rural time rural*time,
         dist = binomial,
         margins = rural*time,
         options = atmeans cl diff reverse)

Re: How do I use the margins macro to calculate risk differences for an interaction term?

emery049 — Tue, 26 Oct 2021 15:06:58 GMT

Thanks for your response, Dave! I should have mentioned that I had already tried entering the interaction term in the "margins=" statement. When I do that, I get the following error:

ERROR: A character operand was found in the %EVAL function or %IF condition where a numeric
operand is required. The condition was: &margins ne

I don't believe the "*" is allowed in this statement. Any other thoughts on how to get around this would be greatly appreciated.

Re: How do I use the margins macro to calculate risk differences for an interaction term?

StatDave — Tue, 26 Oct 2021 15:13:23 GMT

That code works fine for me using the current release of the Margins macro - v1.08.

Re: How do I use the margins macro to calculate risk differences for an interaction term?

emery049 — Tue, 26 Oct 2021 15:36:09 GMT

Turns out I was using an older version of the macro 😶 Now that I use v1.08, it seems to be running just fine. Thanks again for your help with this!