Characterization of Overlap in Observational Studies

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Characterization of Overlap in Observational Studies

9 July 2019

Fredrik D. Johansson

Kush R. Varshney

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Papers citing "Characterization of Overlap in Observational Studies"

12 / 12 papers shown

Title
Generalized Linear Rule Models Dennis L. Wei S. Dash Tian Gao Oktay Gunluk 63 64 0 05 Jun 2019
Support and Invertibility in Domain-Invariant Representations Fredrik D. Johansson David Sontag Rajesh Ranganath 79 164 0 08 Mar 2019
Off-Policy Deep Reinforcement Learning without Exploration Scott Fujimoto David Meger Doina Precup OffRL BDL 251 1,625 0 07 Dec 2018
Boolean Decision Rules via Column Generation S. Dash Oktay Gunluk Dennis L. Wei 67 175 0 24 May 2018
Policy Evaluation and Optimization with Continuous Treatments Nathan Kallus Angela Zhou OffRL 144 137 0 16 Feb 2018
Overlap in Observational Studies with High-Dimensional Covariates Alexander DÁmour Peng Ding Avi Feller Lihua Lei Jasjeet Sekhon 159 194 0 07 Nov 2017
Learning Certifiably Optimal Rule Lists for Categorical Data E. Angelino Nicholas Larus-Stone Daniel Alabi Margo Seltzer Cynthia Rudin 115 195 0 06 Apr 2017
Policy Learning with Observational Data Susan Athey Stefan Wager CML OffRL 447 183 0 09 Feb 2017
Generalized Optimal Matching Methods for Causal Inference Nathan Kallus 175 108 0 26 Dec 2016
Scalable Bayesian Rule Lists Hongyu Yang Cynthia Rudin Margo Seltzer TPM 49 211 0 27 Feb 2016
Sparse Density Trees and Lists: An Interpretable Alternative to High-Dimensional Histograms Siong Thye Goh Lesia Semenova Cynthia Rudin TPM 34 1 0 22 Oct 2015
Falling Rule Lists Fulton Wang Cynthia Rudin 68 258 0 21 Nov 2014