Spatial Bayesian models of tree density with zero inflation and autocorrelation

zbMath1441.62567MaRDI QIDQ2197340

Sylvie Gourlet-Fleury, Olivier Flores, Frédéric Mortier

Publication date: 31 August 2020

Published in: Journal de la Société Française de Statistique \& Revue de Statistique Appliquée (Search for Journal in Brave)

Full work available at URL: http://www.numdam.org/item/JSFS_2007__148_1_39_0

zbMATH Keywords

MCMChierarchical modelsspatial patternzero-inflationconditional autoregressive process

Mathematics Subject Classification ID

Inference from spatial processes (62M30) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Applications of statistics to environmental and related topics (62P12) Bayesian inference (62F15)

Uses Software

• R
• spBayes

Cites Work

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• Bayesian Measures of Model Complexity and Fit
• Deviance information criteria for missing data models

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