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Confidence Intervals for Causal Effects with Invalid Instruments using
  Two-Stage Hard Thresholding with Voting
v1v2v3 (latest)

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

16 March 2016
Zijian Guo
Hyunseung Kang
T. Tony Cai
Dylan S. Small
ArXiv (abs)PDFHTML

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

11 / 11 papers shown
Title
Bounding Causal Effects with Leaky Instruments
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
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
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
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
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
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
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
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
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
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
44
640
0
29 Jan 2018
Testing Endogeneity with High Dimensional Covariates
Testing Endogeneity with High Dimensional Covariates
Zijian Guo
Hyunseung Kang
T. Tony Cai
Dylan S. Small
67
23
0
21 Sep 2016
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