log transformation [General Sta­tis­tics]

posted by ElMaestro  – Denmark, 2009-05-31 17:26 (6225 d 01:42 ago) – Posting: # 3802
Views: 5,695

Hi ammulu,

❝ Hi guys can any one tell me why we should log transform the data for

❝ calculations of BA-BE data?


1. Because regulators want you to.
2. Because the model used for evaluation assumes that the residuals of the model fit follow a normal distribution, and log transformation is "widely" believed to make that assumption justified in "most cases".
2½. Because AUC and Cmax-values cannot be negative, there is a restriction on the residuals if you use a non-transformed evaluation. That restriction is in contradiction with the prinicple of normality.

❝ whether natural log should be used or any other ?

Doesn't matter. Your result will be the same. Try and see for yourself.

EM.

Complete thread:

UA Flag
Activity
 Admin contact
23,654 posts in 4,992 threads, 1,571 registered users;
122 visitors (0 registered, 122 guests [including 14 identified bots]).
Forum time: 19:09 CEST (Europe/Vienna)

Always listen to experts.
They’ll tell you what can’t be done and why.
Then do it.    Robert A. Heinlein

The Bioequivalence and Bioavailability Forum is hosted by
BEBAC Ing. Helmut Schütz
HTML5