The main emphasis is on the inference problem for the change point and
post-change parameters after a change has been detected. More
specifically, due to the convenient form and statistical properties, the
author concentrates on the CUSUM procedure. The goal is to provide some
quantitative evaluations on the statistical properties of estimators on
the change point and post-change parameters.