Bayesian changepoint detection via logistic regression and the topological analysis of image series

Andrew M. Thomas, Michael Jauch, David S. Matteson

We present a Bayesian method for multivariate changepoint detection that allows for simultaneous inference on the location of a changepoint and the coefficients of a logistic regre…