A novel sequential testing procedure for selecting the number of changepoints in segmented regression models

Abstract

In this work, we address the problem of selecting the number of changepoints in segmented regression models. We propose a novel stepwise procedure and assess its performance through simulation studies. We demonstrate that our proposal behaves well with the Gaussian and Binomial responses.