Analysis of unbalanced mixed model data: A case study comparison of ANOVA versus REML/GLS
- 1 December 2002
- journal article
- Published by Springer Nature in Journal of Agricultural, Biological and Environmental Statistics
- Vol. 7 (4) , 472-490
- https://doi.org/10.1198/108571102816
Abstract
Major transition has occurred in recent years in statistical methods for analysis of linear mixed model data from analysis of variance (ANOVA) to likelihood-based methods. Prior to the early 1990s, moKeywords
This publication has 18 references indexed in Scilit:
- Modelling covariance structure in the analysis of repeated measures dataStatistics in Medicine, 2000
- Applied Regression AnalysisPublished by Springer Nature ,1998
- Small Sample Inference for Fixed Effects from Restricted Maximum LikelihoodPublished by JSTOR ,1997
- Approximate F-tests of multiple degree of freedom hypotheses in generalized least squares analyses of unbalanced split-plot experimentsJournal of Statistical Computation and Simulation, 1996
- A comparison of inference procedures in unbalanced split-plot designsJournal of Statistical Computation and Simulation, 1995
- Mean Squared Error of Estimation or Prediction under a General Linear ModelJournal of the American Statistical Association, 1992
- The Estimation of the Mean Squared Error of Small-Area EstimatorsJournal of the American Statistical Association, 1990
- Prediction-interval procedures and (fixed-effects) confidence-interval procedures for mixed linear modelsCommunications in Statistics - Theory and Methods, 1988
- Two-Stage Analysis Based on a Mixed Model: Large-Sample Asymptotic Theory and Small-Sample Simulation ResultsPublished by JSTOR ,1985
- Mixed Model Capabilities of LSML76Journal of Animal Science, 1982