Gauss-Hermite quadrature approximation for estimation in generalized linear mixed models

DOI10.1007/s001800300132zbMath1037.62064OpenAlexW2548453308MaRDI QIDQ1424630

Robin Tompson, Jian-Xin Pan

Publication date: 16 March 2004

Published in: Computational Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s001800300132

zbMATH Keywords

maximum likelihood estimationrandom effectsNewton-Raphson algorithm

Mathematics Subject Classification ID

Point estimation (62F10) Generalized linear models (logistic models) (62J12)

Related Items (4)

Transformed mixed-effects modeling of correlated bounded and positive data with a novel multivariate generalized Johnson distribution ⋮ Validation data-located modification for the multilevel analysis of miscategorized nominal response with covariates subject to measurement error ⋮ Goodness-of-fit tests of generalized linear mixed models for repeated ordinal responses ⋮ Quasi-Monte Carlo estimation in generalized linear mixed models

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