Detecting Structural Shifts and Estimating Change-Points in Interval-Based Time Series

Li-Hsien Sun, Zong-Yuan Huang, Chi-Yang Chiu +1

This paper addresses the open problem of conducting change-point analysis for interval-valued time series data using the maximum likelihood estimation (MLE) framework. Motivated by…