Change Point Inference for Non-Euclidean Data Sequences using Distance Profiles

Paromita Dubey, Minxing Zheng

We introduce a powerful scan statistic and the corresponding test for detecting the presence and pinpointing the location of a change point within the distribution of a data sequen…