Regression analysis in the presence of heterogeneous intraclass correlations.

A. Muñoz, B. Rosner, V. Carey

Research output: Contribution to journalArticlepeer-review

41 Scopus citations

Abstract

In the statistical analysis of twinship and familial data, one often encounters the need for regression methods that control for the possibly different aggregation of the twins and the members of the families according to their type (e.g., monozygotic, dizygotic for twinship data). We present the maximum likelihood solution for the regression analysis of data in the presence of heterogeneous intraclass correlations. This work extends previous results for the case of a homogeneous intraclass correlation. An application of the methods for the analysis of twinship data is included.

Original languageEnglish (US)
Pages (from-to)653-658
Number of pages6
JournalBiometrics
Volume42
Issue number3
DOIs
StatePublished - Sep 1986
Externally publishedYes

ASJC Scopus subject areas

  • Statistics and Probability
  • General Biochemistry, Genetics and Molecular Biology
  • General Immunology and Microbiology
  • General Agricultural and Biological Sciences
  • Applied Mathematics

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