This document discuss some applications of loop functions, specifically apply(), sapply() and tapply(), through a data segmentation problem and discuss its benefits over using the regular for loop. This article assumes that the reader have some basic understanding of the concepts of cluster analysis, for loop and basics of user-defined functions.

Model fitting and validation using linear regression.