Small sample inference for the fixed effects in the mixed linear model

DOI10.1016/J.CSDA.2003.10.005zbMath1429.62297OpenAlexW2017321640MaRDI QIDQ956983

Orly Manor, David M. Zucker

Publication date: 26 November 2008

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

Full work available at URL: https://doi.org/10.1016/j.csda.2003.10.005

zbMATH Keywords

fixed effectsSatterthwaite approximationmixed linear modellongitudinal studiesWald-type test

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Linear regression; mixed models (62J05)

Related Items (6)

Improved likelihood inference in generalized linear models ⋮ Parameter estimation and inference in the linear mixed model ⋮ Improved likelihood-based inference in Birnbaum-Saunders nonlinear regression models ⋮ Improved inference in dispersion models ⋮ Improved inference on a scalar fixed effect of interest in nonlinear mixed-effects models ⋮ Bootstrap inference of the skew-normal two-way classification random effects model with interaction

Uses Software

• SAS
• SAS/STAT

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Linear Mixed Models with Flexible Distributions of Random Effects for Longitudinal Data
• Longitudinal data analysis using generalized linear models
• Random-Effects Models for Longitudinal Data
• The effect of misspecifying the random-effects distribution in linear mixed models for longitudinal data
• Influence diagnostics for generalized linear mixed models: applications to clustered data.
• Unbalanced Repeated-Measures Models with Structured Covariance Matrices
• Small-sample adjustments to tests with unbalanced repeated measures assuming several covariance structures
• A GENERAL METHOD FOR APPROXIMATING TO THE DISTRIBUTION OF LIKELIHOOD RATIO CRITERIA
• A monte carlo study of successive difference analysis of growth curve data at random observation times
• The Robust Inference for the Cox Proportional Hazards Model
• On the level-error after Bartlett adjustment of the likelihood ratio statistic
• Two-Stage Analysis Based on a Mixed Model: Large-Sample Asymptotic Theory and Small-Sample Simulation Results
• Maximum Likelihood Approaches to Variance Component Estimation and to Related Problems
• Small Sample Inference for Fixed Effects from Restricted Maximum Likelihood
• A Note on the Efficiency of Sandwich Covariance Matrix Estimation
• Improved Small Sample Inference in the Mixed Linear Model: Bartlett Correction and Adjusted Likelihood
• Estimation of Denominator Degrees of Freedom of F-Distributions for Assessing Wald Statistics for Fixed-Effect Factors in Unbalanced Mixed Models
• Sensitivity of point and interval estimates to distributional assumptions in longitudinal data analysis of small samples
• Small sample characteristics of generalized estimating equations
• Testing for one-sided group effects in repeated measures study

This page was built for publication: Small sample inference for the fixed effects in the mixed linear model