Identification and Estimation of Joint Probabilities of Potential Outcomes in Observational Studies with Covariate Information

"sufficiency", and "necessity and sufficiency", which are important concepts In practical science, it is crucial to evaluate the likelihood of one event causing another event. For example, epidemiologists pay attention to determining the likelihood of a particular exposure being the cause of a particular disease.