i want to write a macro with the mentioned requirement
Input - A sas dataset with dependent binary variable and one predicted probability variable
Output - A dataset with following Stats by Decile - No. of Obs, No. of events, % Obs, % events,
Event Rate, Average Predicted Probability, Lift, Cumulative Lift, Cumulative %events
the output should looks like
Decile | Obs# | Event# | %Obs | %Event | Event Rate | Lift | Cumulative Lift | Average Predicted Probability | ||
---|---|---|---|---|---|---|---|---|---|---|
1 | ||||||||||
2 | ||||||||||
please help
You mention that your data only has two variables one binary and the other the predicted probability. Since one of your requirements is for the average predicted probability then what do want a decile of? The binary only has two levels and making a decile from that is going to be a tad rough.
Also, what would be the differece be number of observations and events.
I think you need to describe your starting data a bit more fully.
Are you ready for the spotlight? We're accepting content ideas for SAS Innovate 2025 to be held May 6-9 in Orlando, FL. The call is open until September 25. Read more here about why you should contribute and what is in it for you!
Learn how use the CAT functions in SAS to join values from multiple variables into a single value.
Find more tutorials on the SAS Users YouTube channel.