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Modified Causal Forests for Estimating Heterogeneous Causal Effects
Michael Lechner
University of St.Gallen University of Applied Sciences St. Gallen
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学术脉络
学科主题
计算机 / AIAdvanced Causal Inference Techniques
Statistical Methods and Inference · Statistical Methods and Bayesian Inference
参考文献 51
Why Do Tougher Caseworkers Increase Employment? The Role of Program Assignment as a Causal Mechanism
被引 46Martin Huber, Michael Lechner, Giovanni Mellace · The Review of Economics and Statistics · 2016
Practical procedures to deal with common support problems in matching estimation
被引 81Michael Lechner, Anthony Strittmatter · Econometric Reviews · 2017
Identification and estimation of causal effects of multiple treatments under the conditional independence assumption
被引 718Michael Lechner · ZEW economic studies · 2001
此处列出前 3 条
引用本文 18
Improving Mental Health Services: A 50-Year Journey from Randomized Experiments to Artificial Intelligence and Precision Mental Health
被引 192Leonard Bickman · Administration and Policy in Mental Health and Mental Health Services Research · 2020
Double machine learning-based programme evaluation under unconfoundedness
被引 102Michael C. Knaus · Econometrics Journal · 2022
Estimation of Conditional Average Treatment Effects With High-Dimensional Data
被引 98Qingliang Fan, Yu‐Chin Hsu, Robert P. Lieli · Journal of Business and Economic Statistics · 2020
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