Basics of Multivariate Analysis II (Principal Component Analysis): Theory and Exercise using R

Many introductory books about principal component (PC) analysis using R have been published. These books describe how to use the princomp() function of R. The unique feature of this book is that it explains step-by-step the background theory of the princomp() function and helps readers identify PCs using examples ranging from simple to complex.