Goodness of fit tests for linear mixed models

DOI10.1016/j.jmva.2014.03.012zbMath1292.62110OpenAlexW2045068252WikidataQ33661668 ScholiaQ33661668MaRDI QIDQ2252893

Min Tang, Ruth M. Pfeiffer, Eric V. Slud

Publication date: 24 July 2014

Published in: Journal of Multivariate Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jmva.2014.03.012

zbMATH Keywords

information matrixasymptotic efficiencyrandom effectsmaximum likelihood estimatorsmethod of momentsmodel fit

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Generalized linear models (logistic models) (62J12) Asymptotic properties of parametric tests (62F05) Diagnostics, and linear inference and regression (62J20)

Related Items

Correct specification of design matrices in linear mixed effects models: tests with graphical representation ⋮ Diagnostic test for misspecification of a random-effect distribution using the gradient function

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Multiple aspect testing for case-control designs
• Fisher information for generalised linear mixed models
• Asymptotic properties of maximum likelihood estimates in the mixed model of the analysis of variance
• Goodness-of-fit tests for mixed model diagnostics.
• REML estimation: Asymptotic behavior and related topics
• Limited information goodness-of-fit testing in multidimensional contingency tables
• A Note on Goodness-of-Fit Test in Latent Variable Models with Categorical Variables
• Goodness-of-Fit Methods for Generalized Linear Mixed Models
• Asymptotic Properties of Maximum Likelihood Estimators and Likelihood Ratio Tests Under Nonstandard Conditions
• A strongly consistent procedure for model selection in a regression problem
• Chi-squared goodness-of-fit tests for the proportional hazards regression model
• Asymptotic Statistics
• Semiparametric Inference in Generalized Mixed Effects Models
• Likelihood Ratio Tests in Linear Mixed Models with One Variance Component
• Goodness-of-fit Tests for Mixed Models
• ASYMPTOTIC PROPERTIES OF RESTRICTED MAXIMUM LIKELIHOOD (REML) ESTIMATES FOR HIERARCHICAL MIXED LINEAR MODELS
• Multivariate tri-aspect non-parametric testing
• Linear Statistical Inference and its Applications
• Limited- and Full-Information Estimation and Goodness-of-Fit Testing in 2ⁿContingency Tables

This page was built for publication: Goodness of fit tests for linear mixed models