Approximate likelihood inference in generalized linear latent variable models based on the dimension-wise quadrature

DOI10.1214/17-EJS1360zbMath1473.62202OpenAlexW2770591456MaRDI QIDQ1684143

Silvia Bianconcini, Dimitris Rizopoulos, Silvia Cagnone

Publication date: 8 December 2017

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.ejs/1510801791

zbMATH Keywords

numerical integrationlongitudinal datarandom effectsLaplace approximationbinary variables\(M\)-estimators

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Factor analysis and principal components; correspondence analysis (62H25) Applications of statistics to biology and medical sciences; meta analysis (62P10) Applications of statistics to social sciences (62P25)

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The dimension-wise quadrature estimation of dynamic latent variable models for count data

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