Journal ArticleDOI
A Review of Inference Procedures for the Intraclass Correlation Coefficient in the One-Way Random Effects Model
TLDR
In this paper, a review of recent theory and methodology for inferences concerning the intraclass correlation coefficient are reviewed, under the assumption of an underlying random effects model, including point and interval estimation, significance-testing for nonzero values of the intra-class correlation, and inference procedures in multiple samples.Abstract:
Summary Recent theory and methodology for inferences concerning the intraclass correlation coefficient are reviewed, under the assumption of an underlying random effects model. Topics discussed include point and interval estimation, significance-testing for nonzero values of the intraclass correlation, and inference procedures in multiple samples.read more
Citations
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Journal ArticleDOI
Repeatability for Gaussian and non-Gaussian data: a practical guide for biologists.
TL;DR: Two types of repeatability (ordinary repeatability and extrapolated repeatability) are compared in relation to narrow‐sense heritability and two methods for calculating standard errors, confidence intervals and statistical significance are addressed.
Journal ArticleDOI
A comparison of Bayesian and likelihood-based methods for fitting multilevel models
William J Browne,David Draper +1 more
TL;DR: The Bayesian and likelihood-based methods studied are considerably faster computationally than MCMC, and steady improvements in recent years in both hardware speed and e-ciency of MonteCarloalgorithms are steady.
Journal ArticleDOI
Statistical guidelines for the analysis of data obtained from one or both eyes.
TL;DR: Current practice is reviewed with reference to articles published in three optometry journals, viz., Ophthalmic and Physiological Optics (OPO), Optometry and Vision Science (OVS), Clinical and Experimental Optometry (CEO) during the period 2009–2012.
Journal ArticleDOI
A decade of test-retest reliability of functional connectivity: A systematic review and meta-analysis
TL;DR: This study represents the first meta-analysis and systematic review investigating test-retest reliability of edge-level functional connectivity and suggests there is room for improvement, but care should be taken to avoid promoting reliability at the expense of validity.
Journal ArticleDOI
The Wilcoxon signed rank test for paired comparisons of clustered data.
TL;DR: The Wilcoxon signed rank test is a frequently used nonparametric test for paired data based on independent units of analysis that is able to incorporate clustering and is shown to be asymptotically normal as the number of clusters becomes large, if the cluster size is bounded.
References
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Journal ArticleDOI
Intraclass correlations: uses in assessing rater reliability.
TL;DR: In this article, the authors present guidelines for choosing among six different forms of the intraclass correlation for reliability studies in which n target are rated by k judges, and the confidence intervals for each of the forms are reviewed.
Book
Statistical Methods for Research Workers
TL;DR: The prime object of as discussed by the authors is to put into the hands of research workers, and especially of biologists, the means of applying statistical tests accurately to numerical data accumulated in their own laboratories or available in the literature.
Journal ArticleDOI
Maximum Likelihood Approaches to Variance Component Estimation and to Related Problems
TL;DR: In this paper, the authors proposed a restricted maximum likelihood (reml) approach which takes into account the loss in degrees of freedom resulting from estimating fixed effects, and developed a satisfactory asymptotic theory for estimators of variance components.
Related Papers (5)
Intraclass correlations: uses in assessing rater reliability.
Forming inferences about some intraclass correlation coefficients.
Kenneth O. McGraw,S. P. Wong +1 more