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Generalized pseudo-likelihood estimates for Markov random fields on lattice

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Publication:1610922
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DOI10.1023/A:1016170102988zbMath1095.62514OpenAlexW1598712055MaRDI QIDQ1610922

Fuchun Huang, Yosihiko Ogata

Publication date: 20 August 2002

Published in: Annals of the Institute of Statistical Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1023/a:1016170102988


zbMATH Keywords

Ising modelpseudo-likelihoodGibbs fieldAuto-normal model


Mathematics Subject Classification ID

Inference from spatial processes (62M30) Random fields; image analysis (62M40)


Related Items (7)

Use of SAMC for Bayesian analysis of statistical models with intractable normalizing constants ⋮ Approximate maximum likelihood estimation of the autologistic model ⋮ On estimation in binary autologistic spatial models ⋮ Parameter estimation in the spatial auto-logistic model with working independent subblocks ⋮ Some prediction problems for stationary random fields with quarter-plane past ⋮ A double Metropolis–Hastings sampler for spatial models with intractable normalizing constants ⋮ An adjustment for edge effects using an augmented neighborhood model in the spatial auto-logistic model




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