Novel Tau-Informed Initialization for Maximum Likelihood Estimation of Copulas with Discrete Margins

Anna van Es, Eva Cantoni

We study Gaussian-copula models with discrete margins, with primary emphasis on low-count (Poisson) data. Our goal is exact yet computationally efficient maximum likelihood (ML) es…