2 papers
stat.ME2026
A generalized Bayesian approach to multiple changepoint analysis
Yuhui Wang, Andrew M. Thomas, Michael Jauch
We introduce a generalized Bayesian method for multiple changepoint analysis with a loss function inspired by multinomial logistic regression. The method does not require a specifi…
stat.ME2025
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…