Identify treatment effect patterns for personalised decisions

14 June 2019

Papers citing "Identify treatment effect patterns for personalised decisions"

6 / 6 papers shown

Title
Meta-learners for Estimating Heterogeneous Treatment Effects using Machine Learning Sören R. Künzel Jasjeet Sekhon Peter J. Bickel Bin Yu CML 164 923 0 12 Jun 2017
Causal Effect Inference with Deep Latent-Variable Models Christos Louizos Uri Shalit Joris Mooij David Sontag R. Zemel Max Welling CML BDL 198 743 0 24 May 2017
Feature Selection with the R Package MXM: Discovering Statistically-Equivalent Feature Subsets V. Lagani Giorgos Athineou A. Farcomeni M. Tsagris Ioannis Tsamardinos 36 121 0 10 Nov 2016
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests Stefan Wager Susan Athey SyDa CML 346 2,484 0 14 Oct 2015
From Observational Studies to Causal Rule Mining Jiuyong Li T. Le Lin Liu Jixue Liu Zhou Jin Bing-Yu Sun Saisai Ma CML 35 50 0 16 Aug 2015
Recursive Partitioning for Heterogeneous Causal Effects Susan Athey Guido Imbens CML 256 1,429 0 05 Apr 2015