Variance Estimation, Change Points in Variance, and Heteroscedasticity
摘要
A crucial step in approximating the distribution of the CUSUM statistics introduced in Chaps. 1 and 2 is estimating the variance parameter \(\sigma ^2\) describing the limiting variance of the partial sum of the observations under Assumption 1.1.1 .