In reply to Andy W.

SAS programmers: If you want to use base 2, use LOGBASE=2 on the PROC LOGISTIC statement and add LOGBASE=2 to the XAXIS statement in PROC SGPLOT. Natural logs are handled similarly with LOGBASE=e.