Discussion: PLS in Chemical Practice

Let me first express my appreciation of the work of Frank and Friedman (FF). We certainly need to understand why and how data-analytical methods function and, in particular, their underlying assumptions and consequences when these assumptions are not completely fulfilled. My comments will be divided into two parts related to statistical and application aspects. 1. STATISTICAL ASPECTS