M. Heiner

A Bayesian model for estimation and order selection in high order Markov chains

A. Kottas, S. Munch, M. Heiner, 2018 .

Model-Based Clustering of Trends and Cycles of Nitrate Concentrations in Rivers Across France

Matthew J. Heaton, M. Heaton, R. Dupas, 2022, Journal of Agricultural, Biological and Environmental Statistics.

Structured priors for sparse probability vectors with application to model selection in Markov chains

Athanasios Kottas, Stephan B. Munch, Matthew Heiner, 2019, Stat. Comput..

A Projection Approach to Local Regression with Variable-Dimension Covariates

F. Quintana, M. Heiner, G. Page, 2023, 2302.06764.

Bayesian Nonparametric Density Autoregression with Lag Selection

A. Kottas, M. Heiner, 2020, Bayesian Analysis.

Autoregressive density modeling with the Gaussian process mixture transition distribution

A. Kottas, M. Heiner, 2020, Journal of Time Series Analysis.