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机译:具有高维数据的程序评估和因果推断
Duke Univ Fuqua Sch Business 100 Fuqua Dr POB 90120 Off W312 Durham NC 27708 USA;
MIT Dept Econ 50 Mem Dr E52-361B Cambridge MA 02142 USA;
Boston Univ Dept Econ 270 Bay State Rd Room 415A Boston MA 02215 USA;
Univ Chicago Booth Sch Business 5807 S Woodlawn Ave Chicago IL 60637 USA;
Machine learning; causality; Neyman orthogonality; heterogenous treatment effects; endogeneity; local average and quantile treatment effects; instruments; local effects of treatment on the treated; propensity score; Lasso; inference after model selection; moment-condition models; moment-condition models with a continuum of target parameters; Lasso and Post-Lasso with functional response data; randomized control trials.;
机译:具有高维数据的程序评估和因果推断
机译:关于复杂社会计划有效性的因果推论:导航假设,复杂性来源和评估设计挑战
机译:评价实施因素对基于家庭的预防规划的影响:加强因果推理的方法
机译:高维格兰杰因果推理中的不确定性评估和假发现率控制
机译:从高维数据中提取信息:概率建模,推断和评估。
机译:评价实施因素对基于家庭的预防规划的影响:加强因果推理的方法
机译:高维数据的程序评估和因果推理