Optimal Estimator for Logistic Model with Distribution‐free Random Intercept

DOI10.1111/SJOS.12170zbMath1364.62193OpenAlexW1501185672MaRDI QIDQ2791834

Tanya P. Garcia, Yanyuan Ma

Publication date: 16 March 2016

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

Full work available at URL: https://doi.org/10.1111/sjos.12170

zbMATH Keywords

robustnesslogistic regressionexponential modelrandom interceptsemiparametric estimatorsufficiency and completeness

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Nonparametric estimation (62G05) Generalized linear models (logistic models) (62J12)

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Uses Software

• lme4

Cites Work

• Unnamed Item
• Linear Mixed Models with Flexible Distributions of Random Effects for Longitudinal Data
• Examples in which misspecification of a random effects distribution reduces efficiency, and possible remedies
• Semiparametric theory and missing data.
• Misspecified maximum likelihood estimates and generalised linear mixed models
• Locally efficient semiparametric estimators for functional measurement error models
• Locally Efficient Estimators for Semiparametric Models With Measurement Error
• Separating Between- and Within-Cluster Covariate Effects by Using Conditional and Partitioning Methods
• A Numerical Study of PQL Estimation Biases in Generalized Linear Mixed Models Under Heterogeneity of Random Effects
• Estimation in generalized linear models with random effects
• Specification Tests in Econometrics
• Bias Correction in Generalized Linear Mixed Models With Multiple Components of Dispersion
• A General Maximum Likelihood Analysis of Variance Components in Generalized Linear Models
• Marginally Specified Logistic‐Normal Models for Longitudinal Binary Data
• Approximate Inference in Generalized Linear Mixed Models
• Bias correction in generalised linear mixed models with a single component of dispersion
• Microeconometrics
• A Monte Carlo EM algorithm for generalized linear mixed models with flexible random effects distribution
• Regression methods in biostatistics. Linear, logistic, survival, and repeated measures models.

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