I would like to reproduce this simple example using PROC STDRATE. I do not see any way to specify a group option when using the indirect standardization method.
http://www.dartmouthatlas.org/downloads/methods/indirect_adjustment.pdf
Here is my code so far.
data counts; input area $ age $ death denom ; datalines; Area1 65-69 6 500 Area1 70-74 15 300 Area1 75-79 20 200 Area2 65-69 3 300 Area2 70-74 12 300 Area2 75-79 36 400 ;
run; proc sql; create table aggregate as select age, sum(death) as death, sum(denom) as denom from counts group by age; quit; /* I need an option to group by area */ proc stdrate data=counts refdata=aggregate method=indirect stat=rate(mult=100) ; population event=death total=denom; reference event=death total=denom; strata Age; run;
Thanks for your help!
For future reference, in case anyone else has the same issue, the solution below is what I was really after. Its output is a single table with statistics for each area. This is very helpful if you have many areas. I'm gradually learning how to use the ODS!
ods exclude all; proc stdrate data=counts refdata=aggregate method=indirect stat=rate(mult=100) plots=smr ; population event=death total=denom; reference event=death total=denom; strata Age; by area; ods output smr=Smr_Cs; run; ods exclude none; proc print data=Smr_Cs; run;
April 27 – 30 | Gaylord Texan | Grapevine, Texas
Walk in ready to learn. Walk out ready to deliver. This is the data and AI conference you can't afford to miss.
Register now and save with the early bird rate—just $795!
Learn the difference between classical and Bayesian statistical approaches and see a few PROC examples to perform Bayesian analysis in this video.
Find more tutorials on the SAS Users YouTube channel.
Ready to level-up your skills? Choose your own adventure.