Bayesian Causal Structural Learning with Zero-Inflated Poisson Bayesian Networks

no code implementations • NeurIPS 2020 • Junsouk Choi, Robert Chapkin, Yang Ni

To infer causal relationships in zero-inflated count data, we propose a new zero-inflated Poisson Bayesian network (ZIPBN) model.

Bayesian Inference