Sharp phase transitions in high-dimensional changepoint detection

Daniel Xiang, Chao Gao

We study a hypothesis testing problem in the context of high-dimensional changepoint detection. Given a matrix $X\in {\mathbb{R}}^{p\times n}$ with independent Gaussian entries, the goal i…