factor selection

Model Perspective

Jun 4, 2022 · Fundamentals

Master Variable Clustering: Measuring Similarity and Grouping Techniques

This article explains the variable clustering method, why it’s needed to reduce redundant variables, how to measure similarity using correlation coefficients or cosine angles, and describes common distance definitions such as maximum and minimum coefficient methods for effective factor selection.