Tag: average

Self Balancing Neural Network: A Novel Method to Estimate Average Treatment Effect arXiv:2507.12818v1 Announce Type: new Abstract: In observational studies, confounding variables affect both treatment and outcome. Moreover, instrumental variables also influence the treatment assignment mechanism. This situation sets the study apart from a standard randomized controlled trial, where the treatment assignment is random. Due…