A Comparison of Variance Component Estimates for Arbitrary Underlying Distributions

DOI10.2307/2288798zbMath0642.62039OpenAlexW4241746670MaRDI QIDQ3783383

Peter H. Westfall

Publication date: 1987

Full work available at URL: https://doi.org/10.2307/2288798

zbMATH Keywords

maximum likelihoodMINQUElarge samplesREMLMIVQUEsecond order momentskurtosis parametersone-way random-effects modelbetween- classes varianceextreme values of the variance rationon-normality of the random effectstwo random effectsunknown variance- components

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Analysis of variance and covariance (ANOVA) (62J10)

Related Items (12)

Hypothesis testing in unbalanced two-fold nested random models ⋮ Numerical Study of Small Sample Variances of Estimators of Variance Components in the Two-Way Factorial Model ⋮ Approximate test for testing a null variance ratio in the Unbalanced One-Way Random Model ⋮ Approximate tests in unbalanced two-way random models without interaction ⋮ Comparison of confidence intervals for variance components with unbalanced data ⋮ Assessing the performance of normal-based and REML-based confidence intervals for the intraclass correlation coefficient ⋮ Nonparametric bootstrap confidence intervals for variance components applied to interlaboratory comparisons ⋮ The limiting distribution of theF-statistic from nonnormal universes ⋮ Comparing pivotal and REML-based confidence intervals for heritability ⋮ Inference for Variance Components in a Mixed Model for Unbalanced Split Plot Design ⋮ Confidence intervals for variance components in unbalanced one-way random effects model using non-normal distributions ⋮ The effect of nonnormality on near‐replicate lack‐of‐fit tests

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