Consistent and Scalable Composite Likelihood Estimation of Probit Models with Crossed Random Effects

Ruggero Bellio, Swarnadip Ghosh, Art B. Owen +1

Estimation of crossed random effects models commonly requires computational costs that grow faster than linearly in the sample size $N$, often as fast as $\Omega (N^{3/2})$, making them…