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Estimation of Several Intraclass Correlation Coefficients
Stockholms universitet, Samhällsvetenskapliga fakulteten, Statistiska institutionen.ORCID-id: 0000-0002-8610-0365
Rekke forfattare: 42015 (engelsk)Inngår i: Communications in statistics. Simulation and computation, ISSN 0361-0918, E-ISSN 1532-4141, Vol. 44, nr 9, s. 2315-2328Artikkel i tidsskrift (Fagfellevurdert) Published
Abstract [en]

An intraclass correlation coefficient observed in several populations is estimated. The basis is a variance-stabilizing transformation. It is shown that the intraclass correlation coefficient from any elliptical distribution should be transformed in the same way. Four estimators are compared. An estimator where the components in a vector consisting of the transformed intraclass correlation coefficients are estimated separately, an estimator based on a weighted average of these components, a pretest estimator where the equality of the components is tested and then the outcome of the test is used in the estimation procedure, and a James-Stein estimator which shrinks toward the mean.

sted, utgiver, år, opplag, sider
2015. Vol. 44, nr 9, s. 2315-2328
Emneord [en]
Averaged based estimator, James-Stein estimator, Intraclass correlation coefficient, Pretest estimator, Variance stabilizing transformation
HSV kategori
Identifikatorer
URN: urn:nbn:se:su:diva-119018DOI: 10.1080/03610918.2013.861485ISI: 000356808000009OAI: oai:DiVA.org:su-119018DiVA, id: diva2:843277
Tilgjengelig fra: 2015-07-28 Laget: 2015-07-24 Sist oppdatert: 2019-12-17bibliografisk kontrollert

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