BookmarkSubscribeRSS Feed
jcpenny2002
Calcite | Level 5

This is an empirical question. To develop a binary logistic regression model, what is the requirement of minimal number of responders (if the dependent variable is responders /nonresponders)?

1 REPLY 1
SteveDenham
Jade | Level 19

First off, the dependent variable ought to be better represented as responders/(responders + nonresponders), otherwise you could get a ratio larger than one, which would not fit into logistic regression.

Once you get that going, I think I have seen a rule of thumb of 10 responders per independent variable estimated in the model.  Should be a good starting place.

Steve Denham

hackathon24-white-horiz.png

The 2025 SAS Hackathon has begun!

It's finally time to hack! Remember to visit the SAS Hacker's Hub regularly for news and updates.

Latest Updates

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
  • 1711 views
  • 0 likes
  • 2 in conversation