Statistical Procedures

Programming the statistical procedures from SAS
BookmarkSubscribeRSS Feed
CrystalS1
Fluorite | Level 6

I am trying to compare the incidence rates among 3 groups using exact Poisson regression(the sample size is small, and events are rare). My code is as below:

proc genmod data = data; class B/param=glm ref=first; model A = B/dist=poisson link=log offset=log_PY ; exact B; run;

where A is the event indicator, B is a 3-level categorical variable, and log_PY is log(person-years).

I got a message "Note: # indicates that the conditional distribution is degenerate.", and the exact estimates were not produced. The Exact Conditional Tests looks like below:

             Exact Conditional Tests 
Effect   Test   Statistic   p-Value  Exact Mid 

 B       Score          . #       .          . 

    Probability    1.0000 #  1.0000     0.5000 

I am new to this and wonder if anyone could help me to understand why I got this kind of outputs and how to solve the problem?

If any other SAS proc or R package can do the job, please let me know.

Thanks a lot!

1 REPLY 1
StatDave
SAS Super FREQ

Try changing PARAM=GLM to PARAM=REF.

sas-innovate-white.png

Our biggest data and AI event of the year.

Don’t miss the livestream kicking off May 7. It’s free. It’s easy. And it’s the best seat in the house.

Join us virtually with our complimentary SAS Innovate Digital Pass. Watch live or on-demand in multiple languages, with translations available to help you get the most out of every session.

 

Register now!

What is ANOVA?

ANOVA, or Analysis Of Variance, is used to compare the averages or means of two or more populations to better understand how they differ. Watch this tutorial for more.

Find more tutorials on the SAS Users YouTube channel.

Discussion stats
  • 1 reply
  • 1908 views
  • 0 likes
  • 2 in conversation