Segmentation and Estimation of Change-point Models: False Positive Control and Confidence Regions

Xiao Fang, Jian Li, David Siegmund

To segment a sequence of independent random variables at an unknown number of change-points, we introduce new procedures that are based on thresholding the likelihood ratio statist…