BookmarkSubscribeRSS Feed
blackmetal
Calcite | Level 5

Hello SAS community,


My dependent variable is a positive integer that I am modeling with Poisson regression.  I have two instrumental variables that I need to incorporate into my model as well. I am not sure how to proceed with this. I know that proc qlim allows for IV analysis but I have only seen examples using logistic regression.  This procedure doesn't work for Poisson, correct?  Do I need to use non-linear two stage least squares regression to incorporate these instruments?

Thank you.

1 REPLY 1
SteveDenham
Jade | Level 19

Not a solution (but it could be with some work), but it appears that PROC MODEL will handle a Poisson distributed dependent variable, and implements a non-linear two stage LS regression to do so.  QLIM looks to be restricted to qualitative responses of various sorts.

Steve Denham

sas-innovate-white.png

Special offer for SAS Communities members

Save $250 on SAS Innovate and get a free advance copy of the new SAS For Dummies book! Use the code "SASforDummies" to register. Don't miss out, May 6-9, in Orlando, Florida.

 

View the full agenda.

Register now!

What is Bayesian Analysis?

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.

SAS Training: Just a Click Away

 Ready to level-up your skills? Choose your own adventure.

Browse our catalog!

Discussion stats
  • 1 reply
  • 1431 views
  • 0 likes
  • 2 in conversation