Estimating a change point in a sequence of very high-dimensional covariance matrices

H. Dette, G. M. Pan, Q. Yang

This paper considers the problem of estimating a change point in the covariance matrix in a sequence of high-dimensional vectors, where the dimension is substantially larger than t…