High-dimensional changepoint estimation with heterogeneous missingness

Bertille Follain, Tengyao Wang, Richard J. Samworth

We propose a new method for changepoint estimation in partially-observed, high-dimensional time series that undergo a simultaneous change in mean in a sparse subset of coordinates.…