A method for bias-reduction of sample-based MLE of the autologistic model

DOI10.1016/j.csda.2008.06.015zbMath1452.62090OpenAlexW2020357043MaRDI QIDQ1023932

Rob Reeves, Steen Magnussen

Publication date: 16 June 2009

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2008.06.015

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08)

Related Items (3)

Use of SAMC for Bayesian analysis of statistical models with intractable normalizing constants ⋮ Analysis of clustered spatially correlated binary data using autologistic model and Bayesian method with an application to dental caries of 3–5-year-old children ⋮ A model for analyzing spatially correlated binary data clustered in uncorrelated lattices

Cites Work

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• Efficient recursions for general factorisable models
• Efficiency of pseudolikelihood estimation for simple Gaussian fields
• A recursive algorithm for Markov random fields
• Approximating Likelihoods for Large Spatial Data Sets
• Markov Chain Monte Carlo for Autologistic Regression Models with Application to the Distribution of Plant Species
• Efficient Calculation of the Normalizing Constant of the Autologistic and Related Models on the Cylinder and Lattice
• Sample-based Maximum Likelihood Estimation of the Autologistic Model
• On estimation in binary autologistic spatial models

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