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

Abstract

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.