Bayesian nonparametric analysis of reversible Markov chains

DOI10.1214/13-AOS1102zbMath1360.62481arXiv1306.1318MaRDI QIDQ355117

Stefano Favaro, Sergio Bacallado, Lorenzo Trippa

Publication date: 24 July 2013

Published in: The Annals of Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1306.1318

zbMATH Keywords

reinforced random walksBayesian nonparametricsmolecular dynamicsreversibilitymixtures of Markov chainsspecies samplingtwo-parameter Hoppe urn

Mathematics Subject Classification ID

Bayesian problems; characterization of Bayes procedures (62C10) Sums of independent random variables; random walks (60G50) Inference from stochastic processes (62M99) Markov processes: hypothesis testing (62M02)

Related Items (6)

Bayesian nonparametric analysis of reversible Markov chains ⋮ Unnamed Item ⋮ Bayesian nonparametric inference for shared species richness in multiple populations ⋮ A note on nonparametric inference for species variety with Gibbs-type priors ⋮ Sufficientness postulates for Gibbs-type priors and hierarchical generalizations ⋮ Approximating predictive probabilities of Gibbs-type priors

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