High dimensional scaling

Inference on the Change Point under a High Dimensional Covariance Shift

We consider the problem of constructing asymptotically valid confidence intervals for the change point in a high-dimensional covariance shift setting. A novel estimator for the change point parameter is developed, and its asymptotic distribution …