Fast Multivariate Probit Estimation via a Two-Stage Composite Likelihood

Bryan W. Ting, Fred A. Wright, Yi-Hui Zhou

The multivariate probit is popular for modeling correlated binary data, with an attractive balance of flexibility and simplicity. However, considerable challenges remain in computa…