I am log-transforming some environmental data for principal components analysis (PCA), in hopes of removing outliers. However, it did not seem successful for many parameters, such as TP, Salinity, Nitrite and Nitrate N. What can I do in this case? Or, if another form of transformation might work, which is it?
Thanks a lot in advance!