Trend and Variance Adaptive Bayesian Changepoint Analysis & Local Outlier Scoring

Haoxuan Wu, Toryn L. J. Schafer, David S. Matteson

We adaptively estimate both changepoints and local outlier processes in a Bayesian dynamic linear model with global-local shrinkage priors in a novel model we call Adaptive Bayesia…