Resampling method to estimate intra-cluster correlation for clustered binary data

Published

Journal Article

© 2016 Taylor & Francis Group, LLC. Various methods have been proposed to estimate intra-cluster correlation coefficients (ICCs) for correlated binary data, and many are very sensitive to the type of design and underlying distributional assumptions. We proposed a new method to estimate ICC and its 95% confidence intervals based on resampling principles and U-statistics, where we resampled with replacement pairs of individuals from within and between clusters. We concluded from our simulation study that the resampling-based estimates approximate the population ICC more precisely than the analysis of variance and method of moments techniques for different event rates, varying number of clusters, and cluster sizes.

Full Text

Duke Authors

Cited Authors

  • Chakraborty, H; Sen, PK

Published Date

  • April 17, 2016

Published In

Volume / Issue

  • 45 / 8

Start / End Page

  • 2368 - 2377

Electronic International Standard Serial Number (EISSN)

  • 1532-415X

International Standard Serial Number (ISSN)

  • 0361-0926

Digital Object Identifier (DOI)

  • 10.1080/03610926.2013.870202

Citation Source

  • Scopus