Seth Sullivant

Quasi-independence models with rational maximum likelihood estimator

2020 · arXiv (Cornell University)

We classify the two-way independence quasi-independence models (or independence models with structural zeros) that have rational maximum likelihood estimators, or MLEs. We give a necessary and sufficient condition on the bipartite graph associated to the …