Local Likelihood Method in the Problems Related to Change Points

摘要

In this paper, the so-called local likelihood method is suggested for solving the change point problems when the data are distributed as multivariate normal. The detection procedures proposed not only provide strongly consistent estimates for the number and locations of the change points, but also simplify significantly the computation. Keywords: Edge detection; Information theory; Quality control. (Author)