Asal Bilesenler Analizine Bootstrap Yaklasimi

Abstract

In this paper, we apply bootstrap methods to principal components. We use a set of hypothetical data to illustrate how the bootstrap methods can be employed in constructing confidence intervals dealing with the principal components analysis. We write a Mathematica program to handle the all process.Principle components analysis; Bootstrap; Bootstrap quantiles; Bootstrap, Confidence Intervals; Mathematica.