Create a table with odds ratios and confidence intervals from several logistic regressions

olliegeorge — Thu, 21 Mar 2024 21:25:17 GMT

Hello, I wrote a macro to perform several logistic regressions for the same outcome variable but several different exposure variables. Is there a way to create a table that contains all the odds ratios and 95% confidence intervals for all ResExp variables.

%macro dd_singlepest;
%do i = 1 %to 47;
proc logistic data=ev.pregev_Dataall;
model neuro(event='1') = ResExp&i birthyear female mage hispan ses;
run;
%end;
%mend;

Re: Create a table with odds ratios and confidence intervals from several logistic regressions

ballardw — Thu, 21 Mar 2024 21:43:01 GMT

I think you may want to use ODS OUTPUT to place the odds ratio information into a data set. Then combine the data sets (proc append or data step)

See if the set OddResExp1 created below has what you want.

ods output oddsratios= OddResExp1;
proc logistic data=ev.pregev_Dataall;
model neuro(event='1') = ResExp1 birthyear female mage hispan ses;
run;

If so you should be able to create an output set for each by using &i in the OdsResExp instead of 1.

Then combine.

Note that all the different output object names created by your code are available setting ODS TRACE ON; before running a procedure. You can then use ODS OUTPUT to create sets for each name using pairs of object/dataset names. Turn the trace off using: ODS TRACE OFF; after the procedure.

Ods Output <object name> = <my data set name> ;

topic Re: Create a table with odds ratios and confidence intervals from several logistic regressions in SAS Programming

Create a table with odds ratios and confidence intervals from several logistic regressions

Re: Create a table with odds ratios and confidence intervals from several logistic regressions