RobustIV and controlfunctionIV: Causal Inference for Linear and Nonlinear Models with Invalid Instrumental Variables

11 January 2023

Papers citing "RobustIV and controlfunctionIV: Causal Inference for Linear and Nonlinear Models with Invalid Instrumental Variables"

5 / 5 papers shown

Title
Robustness Against Weak or Invalid Instruments: Exploring Nonlinear Treatment Models with Machine Learning Zijian Guo Mengchu Zheng Peter Buhlmann CML 27 6 0 24 Mar 2022
SIHR: Statistical Inference in High-Dimensional Linear and Logistic Regression Models Prabrisha Rakshit Zhenyu Wang T. Tony Cai Zijian Guo 32 6 0 07 Sep 2021
Testing Endogeneity with High Dimensional Covariates Zijian Guo Hyunseung Kang T. Tony Cai Dylan S. Small 47 23 0 21 Sep 2016
Control Function Instrumental Variable Estimation of Nonlinear Causal Effect Models Zijian Guo Dylan S. Small CML 35 54 0 02 Feb 2016
Confidence Intervals and Hypothesis Testing for High-Dimensional Regression Adel Javanmard Andrea Montanari 180 767 0 13 Jun 2013