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- Ahmed, S. EjazBrock University, Canada (author)
Estimation of Several Intraclass Correlation Coefficients
- Article/chapterEnglish2015
Publisher, publication year, extent ...
- 2015-01-28
- Informa UK Limited,2015
- printrdacarrier
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- LIBRIS-ID:oai:DiVA.org:su-119018
- https://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-119018URI
- https://doi.org/10.1080/03610918.2013.861485DOI
- https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-120244URI
- https://res.slu.se/id/publ/73450URI
Supplementary language notes
- Language:English
- Summary in:English
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- SwePubSwePub
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Notes
- Funding Agencies|Natural Sciences and Engineering Research Council of Canada; Swedish Research Council [2010-18915-75688-45]; Estonian Science Foundation [ETF8294]
- 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.
Subject headings and genre
- NATURVETENSKAP Matematik Sannolikhetsteori och statistik hsv//swe
- NATURAL SCIENCES Mathematics Probability Theory and Statistics hsv//eng
- NATURVETENSKAP Matematik hsv//swe
- NATURAL SCIENCES Mathematics hsv//eng
- Averaged based estimator
- James-Stein estimator
- Intraclass correlation coefficient
- Pretest estimator
- Variance stabilizing transformation
Added entries (persons, corporate bodies, meetings, titles ...)
- Fallahpour, SaberUniversity of Windsor, Canada (author)
- von Rosen, DietrichSwedish University of Agricultural Sciences,Sveriges lantbruksuniversitet,Linköpings universitet,Matematisk statistik,Tekniska fakulteten,Swedish University of Agriculture Science, Sweden,Institutionen för energi och teknik,Department of Energy and Technology,Linköping University(Swepub:slu)48984 (author)
- von Rosen, TatjanaStockholms universitet,Statistiska institutionen,Stockholm University, Sweden(Swepub:su)tnamt (author)
- Brock University, CanadaUniversity of Windsor, Canada (creator_code:org_t)
- Sveriges lantbruksuniversitet
Related titles
- In:Communications in statistics. Simulation and computation: Informa UK Limited44:9, s. 2315-23280361-09181532-4141
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