Hiroki Toda

Computing Valid p-value for Optimal Changepoint by Selective Inference using Dynamic Programming

Although there is a vast body of literature related to methods for detecting change-points (CPs), less attention has been paid to assessing the statistical reliability of the detected CPs. In this paper, we introduce a novel method to perform statistical inference on the significance of the CPs, est…