Estimating optimal treatment rules with an instrumental variable: A partial identification learning approach - Pu, Hongming; Zhang, Bo (Journal of the Royal Statistical Society. Series B, Statistical methodology, 2021)
Keywords: Algorithms; Averages; Babies; causal inference; Classification; Cognitive style; Hospitals; individualized treatment rule; Infants; ingredients; instrumental variable; Intensive care; issues and policy; Learning; Mothers; Neonatal units; Observational studies; Optimization; partial identification; Premature babies; Regression analysis; risk; statistical learning theory; Statistical methods; Statistics