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Everything about Intraclass correlation
Descriptive statistic
In statistics, the intraclass correlation, or the intraclass correlation coefficient (ICC), is a descriptive statistic that can be used when quantitative measurements are made on units that are organized into groups. It describes how strongly units in the same group resemble each other. While it is viewed as a type of correlation, unlike most other correlation measures, it operates on data structured as groups rather than data structured as paired observations. Wikipedia →
🧠Start here: a 6-step reading path
- Read the overview: Intraclass correlationA 5-minute orientation
- Skim a recent paper: Updated guidelines on selecting an intraclass correlation coefficient for interrater reliability, with applications to incomplete observational designs.Influential work since 2022
- Pick up a classic book: EpidemiologyThe most-reprinted book on the subject
- Read the landmark paper: A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability ResearchCited 27,527 times
- Go sideways: Combining rulesA closely related topic
- Go sideways: Proofs involving ordinary least squaresA closely related topic
đź“– Definitions
No dictionary entry for this exact phrase.
🏆 Landmark papers (most cited)
A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research
Intraclass correlations: Uses in assessing rater reliability.
Forming inferences about some intraclass correlation coefficients.
The Equivalence of Weighted Kappa and the Intraclass Correlation Coefficient as Measures of Reliability
🆕 Influential since 2022
Updated guidelines on selecting an intraclass correlation coefficient for interrater reliability, with applications to incomplete observational designs.
Review of sample size determination methods for the intraclass correlation coefficient in the one-way analysis of variance model
Evaluating the reliability of the athlete sleep behavior questionnaire (ASBQ): a meta-analysis of Cronbach’s alpha and intraclass correlation coefficient
Rank intraclass correlation for clustered data
How to Estimate Intraclass Correlation Coefficients for Interrater Reliability from Planned Incomplete Data
đź“š Books worth reading
EpidemiologyM. Szklo, F. Javier Nieto · 1999- 📕Comparing clinical measurement methodsBendix Carstensen · 2010
- 📕An intraclass correlation approach to modeling the effects of group composition on individual outcomes in studies of hierarchical dataJudith Donna Singer · 1983
Intraclass correlation and the analysis of varianceErnest A. Haggard · 1958- 📕Intraclass correlation and the analysis of varianceErnest A Haggard · 1958
- 📕Estimation of interclass and intraclass correlations in multivariate familial dataM. S. Srivastava · 1987
- 📕Comparison of the estimators of intraclass correlation in the presence of covariablesM. S. Srivastava · 1988
- đź“•VĹtreshnognezdovi korelat͡sii pri demografski i sot͡siologicheski izvadkovi izsledvanii͡a v Narodna Republika BĹlgarii͡a =Marii͡a Dineva · 1973
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
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