Multivariate generalized linear mixed models with semi-nonparametric and smooth nonparametric random effects densities

DOI10.1007/s11222-010-9207-yzbMath1322.62196OpenAlexW2082314943MaRDI QIDQ746181

Georgios Papageorgiou, J. P. Hinde

Publication date: 16 October 2015

Published in: Statistics and Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11222-010-9207-y

zbMATH Keywords

longitudinal datarandom effectsmixed modelsmultinomial responsessemi-nonparametric densitiessmooth nonparametric densities

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Nonparametric estimation (62G05) Generalized linear models (logistic models) (62J12)

Related Items (7)

Multivariate Small Area Estimation of Multidimensional Latent Economic Well‐being Indicators ⋮ Random Effects Misspecification Can Have Severe Consequences for Random Effects Inference in Linear Mixed Models ⋮ Random-intercept misspecification in generalized linear mixed models for binary responses ⋮ New adaptive strategies for nonparametric estimation in linear mixed models ⋮ Estimation of a Semiparametric Recursive Bivariate Probit Model with Nonparametric Mixing ⋮ Clustering in linear mixed models with approximate Dirichlet process mixtures using EM algorithm ⋮ Clustering in linear-mixed models with a group fused lasso penalty

Uses Software

• Fahrmeir

Cites Work

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