On Posterior consistency of Bayesian Changepoint models

no code implementations • 25 Feb 2021 • Nilabja Guha, Jyotishka Datta

We consider a hierarchical Bayesian linear model where the active set of covariates that affects the observations through a mean model can vary between different time segments.

Model Selection Variable Selection Methodology Statistics Theory Statistics Theory