Principal component logistic regression

Abstract

The objective of this paper is to develop an extension of principal component regression for multiple logistic regression with continuous covariates. A practical application with simulated data will be included where the accuracy of the proposed principal component logistic regression model will be evaluated starting from the estimated parameters and probabilities.