Nonparametric estimation of the mixing distribution in logistic regression mixed models with random intercepts and slopes

DOI10.1016/j.csda.2013.05.014zbMath1471.62111OpenAlexW2047655495MaRDI QIDQ1621298

Rabih Saab, John M. Neuhaus, Mary L. Lesperance

Publication date: 8 November 2018

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2013.05.014

zbMATH Keywords

random effectsdirect search methodnonparametric maximum likelihood estimationgeneralized linear mixed models with binary outcomes

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Nonparametric estimation (62G05) Generalized linear models (logistic models) (62J12)

Related Items (3)

Editorial: The 2nd special issue on advances in mixture models ⋮ Random-intercept misspecification in generalized linear mixed models for binary responses ⋮ Vertex Exchange Method for non-parametric estimation of mixing distributions in logistic mixed models

Uses Software

• lme4

Cites Work

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• Some iterative procedures for generating nonsingular optimal designs
• An Estimation Method for the Semiparametric Mixed Effects Model
• Approximate Inference in Generalized Linear Mixed Models
• On Fast Computation of the Non-Parametric Maximum Likelihood Estimate of a Mixing Distribution

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