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Connectedness conditions for the convergence of the Gibbs sampler

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Publication:1380592
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DOI10.1016/S0167-7152(96)00132-0zbMath0903.60059MaRDI QIDQ1380592

D. Massart

Publication date: 5 January 1999

Published in: Statistics \& Probability Letters (Search for Journal in Brave)


zbMATH Keywords

ergodicityirreducibilityMarkov chain Monte Carlo algorithm


Mathematics Subject Classification ID

Monte Carlo methods (65C05) Random number generation in numerical analysis (65C10) Continuous-time Markov processes on discrete state spaces (60J27) Sufficiency and information (62B99)


Related Items (2)

An extension of the factorization theorem to the non-positive case. ⋮ Bayesian estimation of regression parameters in elliptical measurement error models



Cites Work

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  • Bayesian computation and stochastic systems. With comments and reply.
  • Markov chains for exploring posterior distributions. (With discussion)
  • Compatible Conditional Distributions
  • Diagnostic plots for improved parameterization in Bayesian inference


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