BookmarkSubscribeRSS Feed
ANKH1
Pyrite | Level 9

Hello, 

 

How do you deal with a dependent variable that has some values equal to zero when using boxcox transformations in proc transreg?

 

proc transreg data = sample1;
model boxcox(DV)=identity(IV);
run;

 

ERROR: 11 invalid values were encountered while attempting to transform variable DV.

 

Thank you

4 REPLIES 4
PaigeMiller
Diamond | Level 26

You could prevent λ in the Box-Cox transformation from being exactly equal to zero, then you shouldn't have any problems with zero values of Y.

 

https://documentation.sas.com/?cdcId=pgmmvacdc&cdcVersion=9.4&docsetId=statug&docsetTarget=statug_tr...

--
Paige Miller
ANKH1
Pyrite | Level 9

Thanks for your answer. I tried this and didn't work:

 

proc transreg data = sample1;
model boxcox(DV / lambda ^= 0) = identity(IV);
run;

PaigeMiller
Diamond | Level 26
proc transreg data = sample1;
model boxcox(DV / lambda = -3 to -0.25 by 0.25,-0.1, 0.1, 0.25 to 3 by 0.25) = identity(IV);
run;
--
Paige Miller
ANKH1
Pyrite | Level 9

Thanks for your response. I tried using the code with that specific lambda but it showed the same error. 

sas-innovate-2024.png

Don't miss out on SAS Innovate - Register now for the FREE Livestream!

Can't make it to Vegas? No problem! Watch our general sessions LIVE or on-demand starting April 17th. Hear from SAS execs, best-selling author Adam Grant, Hot Ones host Sean Evans, top tech journalist Kara Swisher, AI expert Cassie Kozyrkov, and the mind-blowing dance crew iLuminate! Plus, get access to over 20 breakout sessions.

 

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.

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
  • 4 replies
  • 1745 views
  • 4 likes
  • 2 in conversation