BookmarkSubscribeRSS Feed
wbguy
Fluorite | Level 6
Hello, I am new to running a Tobit Model on SAS. I have a dependent variable that is highly bunched at the value 0, and the independent variables that I am looking at include both continuous variables as well as discrete/categorical variables. Total observations = 260000+.

Which proc should I use? Can I use a method analogous to stepwise selection method that is popular for proc reg? If there are multiple procs, I would like your advice on the pros and cons for each, if possible.

Thanks a lot!!!
3 REPLIES 3
mfisher
Fluorite | Level 6
Proc QLIM will run a tobit model. It is under the ETS module, not Stat:

http://support.sas.com/documentation/cdl/en/etsug/60372/HTML/default/qlim_toc.htm
wbguy
Fluorite | Level 6
Thanks a lot mfisher!! Meanwhile, I found out that proc lifereg can also be used to do a Tobit. Any information on the pros and cons of QLIM & LIFEREG would be useful to me.
oloolo
Fluorite | Level 6

There are several types of Tobit models QLIM can estimate, but LIFEREG can only estimate Type 1, which is the standard Tobit model.

sas-innovate-2024.png

Available on demand!

Missed SAS Innovate Las Vegas? Watch all the action for free! View the keynotes, general sessions and 22 breakouts on demand.

 

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
  • 3 replies
  • 2695 views
  • 1 like
  • 3 in conversation