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Generalized Linear Factor Models: A New Local EM Estimation Algorithm

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Publication:2862299
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DOI10.1080/03610926.2013.790450zbMath1462.62373OpenAlexW2020092793MaRDI QIDQ2862299

Mohamed Saidane, Christian Lavergne, Xavier Bry

Publication date: 14 November 2013

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2013.790450


zbMATH Keywords

EM algorithmsimulationsfactor modelsgeneralized linear modelsscores algorithm


Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Generalized linear models (logistic models) (62J12)




Cites Work

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  • Generalized latent trait models
  • Factor analysis with (mixed) observed and latent variables in the exponential family
  • The EM Algorithm and Extensions, 2E
  • Assessing the accuracy of the maximum likelihood estimator: Observed versus expected Fisher information
  • A latent trait and a latent class model for mixed observed variables
  • Robust Indirect Inference
  • Likelihood-Based Estimation of Latent Generalized ARCH Structures
  • Bounded-Influence Robust Estimation in Generalized Linear Latent Variable Models
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