Two-stage data segmentation permitting multiscale change points, heavy tails and dependence

Haeran Cho, Claudia Kirch

The segmentation of a time series into piecewise stationary segments, a.k.a. multiple change point analysis, is an important problem both in time series analysis and signal process…