A computationally efficient, high-dimensional multiple changepoint procedure with application to global terrorism incidence

S. O. Tickle, I. A. Eckley, P. Fearnhead

Detecting changepoints in datasets with many variates is a data science challenge of increasing importance. Motivated by the problem of detecting changes in the incidence of terror…