4.5 Article

A family of multivariate binary distributions for simulating correlated binary variables with specified marginal means and correlations

Journal

BIOMETRIKA
Volume 90, Issue 2, Pages 455-463

Publisher

BIOMETRIKA TRUST
DOI: 10.1093/biomet/90.2.455

Keywords

autoregressive correlation structure; clustered data; correlated Bernoulli variates; exchangeable correlation structure; simulation

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We introduce a family of multivariate binary distributions with certain conditional linear property. This family is particularly useful for efficient and easy simulation of correlated binary variables with a given marginal mean vector and correlation matrix.

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