Treatment Effects Inference with High-Dimensional Instruments and Control Variables
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Xiduo, Feng, Xingdong, Galvao, Antonio F., Ge, Yeheng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Robust Inference with High-Dimensional Instruments
by: Feng, Qu, et al.
Published: (2025)
by: Feng, Qu, et al.
Published: (2025)
Inference for Treatment Effects Conditional on Generalized Principal Strata using Instrumental Variables
by: Bai, Yuehao, et al.
Published: (2024)
by: Bai, Yuehao, et al.
Published: (2024)
Jackknife Instrumental Variable Inference
by: Crudu, Federico, et al.
Published: (2026)
by: Crudu, Federico, et al.
Published: (2026)
High Dimensional Binary Choice Model with Unknown Heteroskedasticity or Instrumental Variables
by: Ouyang, Fu, et al.
Published: (2023)
by: Ouyang, Fu, et al.
Published: (2023)
Double/Debiased CoCoLASSO of Treatment Effects with Mismeasured High-Dimensional Control Variables
by: Kim, Geonwoo, et al.
Published: (2024)
by: Kim, Geonwoo, et al.
Published: (2024)
On Quantile Treatment Effects, Rank Similarity,and Variation of Instrumental Variables
by: Han, Sukjin, et al.
Published: (2025)
by: Han, Sukjin, et al.
Published: (2025)
Inference for Nonlinear Endogenous Treatment Effects Accounting for High-Dimensional Covariate Complexity
by: Fan, Qingliang, et al.
Published: (2023)
by: Fan, Qingliang, et al.
Published: (2023)
Resistant Inference in Instrumental Variable Models
by: Klooster, Jens, et al.
Published: (2024)
by: Klooster, Jens, et al.
Published: (2024)
A Practical Guide to Instrumental Variables Methods with Heterogeneous Treatment Effects
by: Słoczyński, Tymon, et al.
Published: (2026)
by: Słoczyński, Tymon, et al.
Published: (2026)
Identifying Causal Effects of Discrete, Ordered and ContinuousTreatments using Multiple Instrumental Variables
by: Hoff, Nadja van 't
Published: (2023)
by: Hoff, Nadja van 't
Published: (2023)
Partial Identification of Policy-Relevant Treatment Effects with Instrumental Variables via Optimal Transport
by: Tan, Jiyuan, et al.
Published: (2026)
by: Tan, Jiyuan, et al.
Published: (2026)
Treatment Effects with Targeting Instruments
by: Lee, Sokbae, et al.
Published: (2020)
by: Lee, Sokbae, et al.
Published: (2020)
Instrumented Difference-in-Differences with Heterogeneous Treatment Effects
by: Miyaji, Sho
Published: (2024)
by: Miyaji, Sho
Published: (2024)
Unobserved Heterogeneous Spillover Effects in Instrumental Variable Models
by: Wu, Huan
Published: (2025)
by: Wu, Huan
Published: (2025)
Quasi-Bayesian Local Projections: Simultaneous Inference and Extension to the Instrumental Variable Method
by: Tanaka, Masahiro
Published: (2025)
by: Tanaka, Masahiro
Published: (2025)
An Identification and Dimensionality Robust Test for Instrumental Variables Models
by: Navjeevan, Manu
Published: (2023)
by: Navjeevan, Manu
Published: (2023)
EnsembleIV: Creating Instrumental Variables from Ensemble Learners for Robust Statistical Inference
by: Burtch, Gordon, et al.
Published: (2023)
by: Burtch, Gordon, et al.
Published: (2023)
Double Machine Learning of Continuous Treatment Effects with General Instrumental Variables
by: Chen, Shuyuan, et al.
Published: (2026)
by: Chen, Shuyuan, et al.
Published: (2026)
Negative Control Falsification Tests for Instrumental Variable Designs
by: Danieli, Oren, et al.
Published: (2023)
by: Danieli, Oren, et al.
Published: (2023)
Inference for High-Dimensional Local Projection
by: Gao, Jiti, et al.
Published: (2026)
by: Gao, Jiti, et al.
Published: (2026)
Estimation and Inference in High-Dimensional Panel Data Models with Interactive Fixed Effects
by: Ruecker, Maximilian, et al.
Published: (2022)
by: Ruecker, Maximilian, et al.
Published: (2022)
Predictive Quantile Regression with High-Dimensional Predictors: The Variable Screening Approach
by: Chen, Hongqi, et al.
Published: (2024)
by: Chen, Hongqi, et al.
Published: (2024)
Penalized GMM Framework for Inference on Functionals of Nonparametric Instrumental Variable Estimators
by: Bakhitov, Edvard
Published: (2026)
by: Bakhitov, Edvard
Published: (2026)
Counterfactual and Synthetic Control Method: Causal Inference with Instrumented Principal Component Analysis
by: Wang, Cong
Published: (2024)
by: Wang, Cong
Published: (2024)
Inference in High-Dimensional Panel Models: Two-Way Dependence and Unobserved Heterogeneity
by: Chen, Kaicheng
Published: (2025)
by: Chen, Kaicheng
Published: (2025)
Instrumental Variables with Time-Varying Exposure: New Estimates of Revascularization Effects on Quality of Life
by: Angrist, Joshua D., et al.
Published: (2025)
by: Angrist, Joshua D., et al.
Published: (2025)
Inference with Many Weak Instruments and Heterogeneity
by: Yap, Luther
Published: (2024)
by: Yap, Luther
Published: (2024)
Inference on High Dimensional Selective Labeling Models
by: Khan, Shakeeb, et al.
Published: (2024)
by: Khan, Shakeeb, et al.
Published: (2024)
Breakdown Analysis for Instrumental Variables with Binary Outcomes
by: Picchetti, Pedro
Published: (2025)
by: Picchetti, Pedro
Published: (2025)
Instrumental Variable Identification of Dynamic Variance Decompositions
by: Plagborg-Møller, Mikkel, et al.
Published: (2020)
by: Plagborg-Møller, Mikkel, et al.
Published: (2020)
Estimating Causal Effects of Discrete and Continuous Treatments with Binary Instruments
by: Chernozhukov, Victor, et al.
Published: (2024)
by: Chernozhukov, Victor, et al.
Published: (2024)
Doubly Robust Identification of Causal Effects of a Continuous Treatment using Discrete Instruments
by: Dong, Yingying, et al.
Published: (2023)
by: Dong, Yingying, et al.
Published: (2023)
Uniform Inference in High-Dimensional Threshold Regression Models
by: Li, Jiatong, et al.
Published: (2024)
by: Li, Jiatong, et al.
Published: (2024)
Possibilistic Instrumental Variable Regression
by: Steiner, Gregor, et al.
Published: (2025)
by: Steiner, Gregor, et al.
Published: (2025)
Variable Selection in High Dimensional Linear Regressions with Parameter Instability
by: Chudik, Alexander, et al.
Published: (2023)
by: Chudik, Alexander, et al.
Published: (2023)
What Impulse Response Do Instrumental Variables Identify?
by: Koo, Bonsoo, et al.
Published: (2022)
by: Koo, Bonsoo, et al.
Published: (2022)
Robust Permutation Tests in Linear Instrumental Variables Regression
by: Tuvaandorj, Purevdorj
Published: (2021)
by: Tuvaandorj, Purevdorj
Published: (2021)
Policy Learning under Endogeneity Using Instrumental Variables
by: Liu, Yan
Published: (2022)
by: Liu, Yan
Published: (2022)
Quantifying Omitted Variable Bias in Nonlinear Instrumental Variable Estimators
by: Yen, Yu-Min
Published: (2026)
by: Yen, Yu-Min
Published: (2026)
High Dimensional Discrete Choice Models With Interactive Fixed Effects Applied to Causal Inference
by: Ye Chen, et al.
Published: (2025)
by: Ye Chen, et al.
Published: (2025)
Similar Items
-
Robust Inference with High-Dimensional Instruments
by: Feng, Qu, et al.
Published: (2025) -
Inference for Treatment Effects Conditional on Generalized Principal Strata using Instrumental Variables
by: Bai, Yuehao, et al.
Published: (2024) -
Jackknife Instrumental Variable Inference
by: Crudu, Federico, et al.
Published: (2026) -
High Dimensional Binary Choice Model with Unknown Heteroskedasticity or Instrumental Variables
by: Ouyang, Fu, et al.
Published: (2023) -
Double/Debiased CoCoLASSO of Treatment Effects with Mismeasured High-Dimensional Control Variables
by: Kim, Geonwoo, et al.
Published: (2024)