On empirical likelihood inference of a change-point

Trimming is necessary for the empirical likelihood inference in the change-point problem. This work studies the asymptotic behavior of the trimmed empirical likelihood ratio (ELR) statistic in its full spectrum. Our results show it is comparable with its parametric counterpart.