Confidence Intervals for Causal Effects with Invalid Instruments using
Two-Stage Hard Thresholding with Voting

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Confidence Intervals for Causal Effects with Invalid Instruments using Two-Stage Hard Thresholding with Voting

16 March 2016

T. Tony Cai

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Papers citing "Confidence Intervals for Causal Effects with Invalid Instruments using Two-Stage Hard Thresholding with Voting"

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Title
Bounding Causal Effects with Leaky Instruments David S. Watson Jordan Penn L. Gunderson Gecia Bravo Hermsdorff Afsaneh Mastouri Ricardo M. A. Silva CML 56 1 0 05 Apr 2024
RobustIV and controlfunctionIV: Causal Inference for Linear and Nonlinear Models with Invalid Instrumental Variables Taehyeon Koo Youjin Lee Dylan S. Small Zijian Guo 64 3 0 11 Jan 2023
GENIUS-MAWII: For Robust Mendelian Randomization with Many Weak Invalid Instruments T. Ye Zhonghua Liu Baoluo Sun E. T. Tchetgen 56 21 0 13 Jul 2021
Causal Inference with Invalid Instruments: Post-selection Problems and A Solution Using Searching and Sampling Zijian Guo CML 74 13 0 14 Apr 2021
Agglomerative Hierarchical Clustering for Selecting Valid Instrumental Variables N. Apfel Xiaoran Liang 48 8 0 14 Jan 2021
Valid Causal Inference with (Some) Invalid Instruments Jason S. Hartford Victor Veitch Dhanya Sridhar Kevin Leyton-Brown CML 62 26 0 19 Jun 2020
Doubly Debiased Lasso: High-Dimensional Inference under Hidden Confounding Zijian Guo Domagoj Cevid Peter Buhlmann CML 69 39 0 08 Apr 2020
IPAD: Stable Interpretable Forecasting with Knockoffs Inference Yingying Fan Jinchi Lv Mahrad Sharifvaghefi Yoshimasa Uematsu 95 54 0 06 Sep 2018
Semi-supervised Inference for Explained Variance in High-dimensional Linear Regression and Its Applications T. Tony Cai Zijian Guo 100 64 0 16 Jun 2018
Statistical inference in two-sample summary-data Mendelian randomization using robust adjusted profile score Qingyuan Zhao Jingshu Wang G. Hemani J. Bowden Dylan S. Small 42 640 0 29 Jan 2018
Testing Endogeneity with High Dimensional Covariates Zijian Guo Hyunseung Kang T. Tony Cai Dylan S. Small 67 23 0 21 Sep 2016