Bayesian hierarchical modeling for signaling pathway inference from single cell interventional data
Bayesian hierarchical modeling for signaling pathway inference from single cell interventional data
Recent technological advances have made it possible to simultaneously measure multiple protein activities at the single cell level. With such data collected under different stimulatory or inhibitory conditions, it is possible to infer the causal relationships among proteins from single cell interventional data. In this article we propose a Bayesian …