log transformation [General Statistics]
Hi ammulu,
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.
EM.
❝ 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 ?
EM.
Complete thread:
- log transformation ammulu 2009-05-31 14:48 [General Statistics]
- log transformationElMaestro 2009-05-31 15:26
- log transformation Helmut 2009-05-31 19:45
- log transformation taresh41 2009-06-09 12:01
