Structured priors for sparse probability vectors with application to model selection in Markov chains. - Matthew Heiner; Athanasios Kottas; Stephan Munch (Stat. Comput., 2019)

Estimation and Selection for High-Order Markov Chains with Bayesian Mixture Transition Distribution Models. - Matthew Heiner; Athanasios Kottas (J. Comput. Graph. Stat., 2022)

A Projection Approach to Local Regression with Variable-Dimension Covariates. - Matthew Heiner; Garritt L. Page; Fernando A. Quintana (J. Comput. Graph. Stat., 2025)