A Distribution-free Approach in Statistical Modelling with Repeated Measurements and Missing Values

DOI10.1080/03610926.2012.673678zbMath1462.62170OpenAlexW2051542690MaRDI QIDQ5419675

Wei Liu, Nan Wang

Publication date: 11 June 2014

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

Full work available at URL: https://doi.org/10.1080/03610926.2012.673678

zbMATH Keywords

asymptotic normalityconsistent estimatormoment estimatormean-square distancemixed effect models

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Parametric inference and fuzziness (62F86)

Cites Work

• Longitudinal data analysis using generalized linear models
• Examples in which misspecification of a random effects distribution reduces efficiency, and possible remedies
• The effect of misspecifying the random-effects distribution in linear mixed models for longitudinal data
• Models for discrete longitudinal data.
• Models for Longitudinal Data: A Generalized Estimating Equation Approach
• Mixed Effects Models for Complex Data
• Consistency in Nonlinear Econometric Models: A Generic Uniform Law of Large Numbers
• The nonlinear mixed effects model with a smooth random effects density
• Asymptotic Properties of Non-Linear Least Squares Estimators
• The theory of least squares when the parameters are stochastic and its application to the analysis of growth curves
• Maximum Likelihood Estimation of Misspecified Models
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