Multivariate geostatistical mapping of radioactive contamination in the Maddalena Archipelago (Sardinia, Italy): spatial special issue

DOI10.1007/s10182-012-0201-xzbMath1443.62404OpenAlexW2073339833WikidataQ59844893 ScholiaQ59844893MaRDI QIDQ1621240

Clarissa Ferrari, Marco Minozzo

Publication date: 8 November 2018

Published in: AStA. Advances in Statistical Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10182-012-0201-x

zbMATH Keywords

Markov chain Monte Carlogeneralized linear mixed modelMonte Carlo EMlinear model of coregionalizationspatial factor model

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Inference from spatial processes (62M30) Applications of statistics to environmental and related topics (62P12) Geostatistics (86A32)

Related Items (1)

Spatial statistics for environmental studies

Uses Software

• R
• BUGS
• spBayes

Cites Work

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• Constructing and fitting models for cokriging and multivariable spatial prediction
• Convergence of the Monte Carlo expectation maximization for curved exponential families.
• The stochastic EM algorithm: Estimation and asymptotic results
• Generalized shifted-factor analysis method for multivariate geo-referenced data
• On Estimation and Prediction for Spatial Generalized Linear Mixed Models
• Bayesian Prediction of Spatial Count Data Using Generalized Linear Mixed Models
• Model-Based Geostatistics
• Maximizing Generalized Linear Mixed Model Likelihoods With an Automated Monte Carlo EM Algorithm
• Latent Variable Analysis of Multivariate Spatial Data
• Coupling a stochastic approximation version of EM with an MCMC procedure
• Linear Statistical Inference and its Applications
• Spatial modelling of individual-level parasite counts using the negative binomial distribution
• Generalized common spatial factor model
• Generalized Linear Latent Variable Models for Repeated Measures of Spatially Correlated Multivariate Data

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