Estimation of generalized linear latent variable models via fully exponential Laplace approximation

DOI10.1016/j.jmva.2012.06.005zbMath1273.62120arXiv1105.1684OpenAlexW1988195381MaRDI QIDQ450873

Silvia Bianconcini, Silvia Cagnone

Publication date: 26 September 2012

Published in: Journal of Multivariate Analysis (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1105.1684

zbMATH Keywords

EM algorithmLaplace approximationordinal dataHermiteadaptive Gauss

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Estimation in multivariate analysis (62H12)

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GEE-Assisted Forward Regression for Spatial Latent Variable Models ⋮ Fast estimation of multiple group generalized linear latent variable models for categorical observed variables ⋮ Asymptotic properties of adaptive maximum likelihood estimators in latent variable models ⋮ Fast and universal estimation of latent variable models using extended variational approximations ⋮ Generalized linear latent variable models for multivariate count and biomass data in ecology ⋮ The Role of Posterior Densities in Latent Variable Models for Ordinal Data ⋮ Nonparametric estimation of a latent variable model

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