Inference on a New Class of Sample Average Treatment Effects

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Inference on a New Class of Sample Average Treatment Effects

7 August 2017

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The CATT SATT on the MATT: semiparametric inference for sample treatment effects on the treated Andrew Yiu CML 162 0 0 08 Feb 2024
Meta-Learners for Estimation of Causal Effects: Finite Sample Cross-Fit Performance Gabriel Okasa CML 55 6 0 30 Jan 2022
Efficient Estimation for Staggered Rollout Designs J. Roth Pedro H. C. Sant’Anna OffRL 57 52 0 02 Feb 2021
Sampling-based randomized designs for causal inference under the potential outcomes framework Zach Branson Tirthankar Dasgupta CML 31 7 0 05 Aug 2018
Meta-learners for Estimating Heterogeneous Treatment Effects using Machine Learning Sören R. Künzel Jasjeet Sekhon Peter J. Bickel Bin Yu CML 259 934 0 12 Jun 2017