Autologistic models with interpretable parameters

DOI10.1198/jabes.2009.07032zbMath1306.62255OpenAlexW2002225225WikidataQ56770624 ScholiaQ56770624MaRDI QIDQ138148

Mark S. Kaiser, Petruţa C. Caragea, Petruţa C. Caragea, Mark S. Kaiser

Publication date: September 2009

Published in: Journal of Agricultural, Biological, and Environmental Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1198/jabes.2009.07032

zbMATH Keywords

spatial modelsbinary responselarge-scaleconditionally specified modelsold field successionparameter interpretationsmall-scale model structure

Mathematics Subject Classification ID

Inference from spatial processes (62M30) Applications of statistics to environmental and related topics (62P12) Ecology (92D40)

Related Items (12)

Modeling transitivity in local structure graph models ⋮ Spatial Confounding in Generalized Estimating Equations ⋮ Adjusting statistical benchmark risk analysis to account for non-spatial autocorrelation, with application to natural hazard risk assessment ⋮ Local structure graph models with higher‐order dependence ⋮ Centered parameterizations and dependence limitations in Markov random field models ⋮ Goodness of fit tests for a class of Markov random field models ⋮ On estimation and selection of autologistic regression models via penalized pseudolikelihood ⋮ Two-scale spatial models for binary data ⋮ A Bayesian Graphical Model for ChIP-Seq Data on Histone Modifications ⋮ Simulating Markov Random Fields With a Conclique-Based Gibbs Sampler ⋮ ngspatial ⋮ A centered bivariate spatial regression model for binary data with an application to presettlement vegetation data in the midwestern United States

Cites Work

• The Radicals of a Semigroup
• Simulating normalizing constants: From importance sampling to bridge sampling to path sampling
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