High-Dimensional Binary Variates: Maximum Likelihood Estimation with Nonstationary Covariates and Factors

Xinbing Kong, Bin Wu, Wuyi Ye

This paper introduces a high-dimensional binary variate model that accommodates nonstationary covariates and factors, and studies their asymptotic theory. This framework encompasse…