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Estimation of Several Intraclass Correlation Coefficients
Brock University, Canada.
University of Windsor, Canada.
Linköpings universitet, Matematiska institutionen, Matematisk statistik. Linköpings universitet, Tekniska fakulteten. Swedish University of Agriculture Science, Sweden.
Stockholm University, Sweden.
2015 (Engelska)Ingår i: Communications in statistics. Simulation and computation, ISSN 0361-0918, E-ISSN 1532-4141, Vol. 44, nr 9, s. 2315-2328Artikel i tidskrift (Refereegranskat) 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.

Ort, förlag, år, upplaga, sidor
Taylor andamp; Francis: STM, Behavioural Science and Public Health Titles , 2015. Vol. 44, nr 9, s. 2315-2328
Nyckelord [en]
Averaged based estimator; James-Stein estimator; Intraclass correlation coefficient; Pretest estimator; Variance stabilizing transformation
Nationell ämneskategori
Matematik
Identifikatorer
URN: urn:nbn:se:liu:diva-120244DOI: 10.1080/03610918.2013.861485ISI: 000356808000009OAI: oai:DiVA.org:liu-120244DiVA, id: diva2:842616
Anmärkning

Funding Agencies|Natural Sciences and Engineering Research Council of Canada; Swedish Research Council [2010-18915-75688-45]; Estonian Science Foundation [ETF8294]

Tillgänglig från: 2015-07-21 Skapad: 2015-07-20 Senast uppdaterad: 2017-12-04

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Communications in statistics. Simulation and computation
Matematik

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