Estimating Heterogeneous Treatment Effects by Combining Weak Instruments and Observational Data

10 June 2024

Papers citing "Estimating Heterogeneous Treatment Effects by Combining Weak Instruments and Observational Data"

8 / 8 papers shown

Title
Sharp Bounds for Generalized Causal Sensitivity Analysis Dennis Frauen Valentyn Melnychuk Stefan Feuerriegel CML 77 18 0 26 May 2023
On the instrumental variable estimation with many weak and invalid instruments Yiqi Lin F. Windmeijer Xinyuan Song Qingliang Fan 23 8 0 07 Jul 2022
Learning Deep Features in Instrumental Variable Regression Liyuan Xu Yutian Chen Siddarth Srinivasan Nando de Freitas Arnaud Doucet Arthur Gretton CML OOD 54 68 0 14 Oct 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 265 42,038 0 03 Dec 2019
Deep Generalized Method of Moments for Instrumental Variable Analysis Andrew Bennett Nathan Kallus Tobias Schnabel 48 125 0 29 May 2019
Hyperparameters and Tuning Strategies for Random Forest Philipp Probst Marvin N. Wright A. Boulesteix 109 1,375 0 10 Apr 2018
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 549 21,613 0 22 May 2017
Learning Representations for Counterfactual Inference Fredrik D. Johansson Uri Shalit David Sontag CML OOD BDL 269 726 0 12 May 2016