BookmarkSubscribeRSS Feed
Antaralib
Obsidian | Level 7

I have done fine classing and coarse classing on the required set of variables. From which I have gathered the outputs.

I want to know how can I convert this dataset into a new one that will consist of the values and the corresponding WOE's. (I have both missing values and outliers included).

 

e.g from course classing I have the file for a variable (Say income) that contains:

 

Min_Val     Max_Val   NoObs    RESP     NRESP    TOT_RESP     TOT_NRESP      WOE      IV

.                   .                2321     764         1233            11170               22000            .0321     .011687

0.3              2.6             6000     2000        3000          11170                 22000             .0632      .06140

 

 

 

I think I need a file that should contain

 

Income         income_WOE

 

 

not sure how to do this conversion.

2 REPLIES 2
LinusH
Tourmaline | Level 20
This is definitely not my area of expertise but I see that WOE can be calculated in the HPBIN procedure.
Data never sleeps
Antaralib
Obsidian | Level 7

Thanks @LinusH. I have already calculated the WOEs for both categorical and continuous variables. But wondering, how to do the variable transformation for further analysis. Even I am not sure on the next step.

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!

How to Concatenate Values

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.

Click image to register for webinarClick image to register for webinar

Classroom Training Available!

Select SAS Training centers are offering in-person courses. View upcoming courses for:

View all other training opportunities.

Discussion stats
  • 2 replies
  • 999 views
  • 0 likes
  • 2 in conversation