Generalized Linear Latent Variable Models for Repeated Measures of Spatially Correlated Multivariate Data

DOI10.1111/j.1541-0420.2005.00343.xzbMath1079.62070OpenAlexW2166209173WikidataQ31002460 ScholiaQ31002460MaRDI QIDQ5717148

No author found.

Publication date: 12 January 2006

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/j.1541-0420.2005.00343.x

zbMATH Keywords

factor analysisexponential family of distributionsspatio-temporal processesMonte Carlo EM algorithm

Mathematics Subject Classification ID

Inference from spatial processes (62M30) Applications of statistics to environmental and related topics (62P12) Generalized linear models (logistic models) (62J12) Monte Carlo methods (65C05)

Related Items (15)

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Uses Software

• Stata
• GLLAMM

Cites Work

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• A Bivariate Bayes Method for Improving the Estimates of Mortality Rates With a Twofold Conditional Autoregressive Model
• Latent Variable Analysis of Multivariate Spatial Data
• A dimension-reduced approach to space-time Kalman filtering
• Generalized Linear Latent Variable Modeling for Multi-Group Studies
• Generalized common spatial factor model
• Bayesian Factor Analysis for Spatially Correlated Data, With Application to Summarizing Area-Level Material Deprivation From Census Data

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