← All authors Zijian Guo Zhejiang University (from arXiv:2511.02632, 2025) · ORCID · OpenAlex
24 papers in scope · 22 published · 3 on the econ.EM arXiv · 506 citations · h-index 10 (over the papers listed here)
Identity warning. This OpenAlex author record appears to combine more than one person. Treat the list below with caution. Evidence: alternative names carry 3 different surnames: li, lu, wang; 8 top-level fields at >=2% share; 5 distinct last-known institutions; only 2.9% of output in economics/statistics; corroborated by 3 coauthors on its econ.EM paper(s).
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Jia Zhang Christiern Rose Éric Gautier Ziwei Mei Qingliang Fan Victor Chernozhukov Christian Hansen Zhentao Shi Jinyuan Chang Daniel Chen Cun-Hui Zhang Kengo Kato Denis Chetverikov Yuanzheng Zhu Cheng Yong Tang Alexandre Belloni Timothy Christensen Billy Ferguson Brad Ross Yinchu Zhu Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (3 of 24)
Inference for heterogeneous treatment effects with efficient instruments and machine learning
published 2026 · Electronic Journal of Statistics · first circulated 2025
with Cyrill Scheidegger, Peter Bühlmann
working paper 2025 · arXiv
Post-selection inference for causal effects after causal discovery
published 2025 · Biometrika · 1 citations · first circulated 2024
with Ting-Hsuan Chang, Daniel Malinsky
Testing high-dimensional mediation effect with arbitrary exposure–mediator coefficients
published 2025 · Test
with Yinan Lin, Baoluo Sun, Zhenhua Lin
SIHR: Statistical Inference in High-Dimensional Linear and Logistic Regression Models
published 2025 · The R Journal · 4 citations · first circulated 2021
with Prabrisha Rakshit, Zhenyu Wang, Tommaso Cai, T. Tony Cai
Spectral Deconfounding for High-Dimensional Sparse Additive Models
published 2025 · ACM / IMS Journal of Data Science · 2 citations · first circulated 2023
Robust Inference for Federated Meta-Learning
published 2025 · Journal of the American Statistical Association · 4 citations · first circulated 2023
with Xiudi Li, Larry Han, Tianxi Cai
TSCI : Two Stage Curvature Identification for Causal Inference with Invalid Instruments in R
published 2025 · Journal of Statistical Software · 1 citations · first circulated 2023
published 2024 · Journal of Business and Economic Statistics · 3 citations · first circulated 2022
working paper 2023 · arXiv · 1 citations
Rejoinder on: statistical inference and large-scale multiple testing for high-dimensional regression models
published 2023 · Test · 5 citations
with Tommaso Cai, Xia Yin, T. Tony Cai
Causal inference with invalid instruments: post-selection problems and a solution using searching and sampling
published 2023 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 10 citations · first circulated 2021
RobustIV and controlfunctionIV: Causal Inference for Linear and Nonlinear Models with Invalid Instrumental Variables
published 2023 · Observational Studies · 1 citations
Doubly debiased lasso: High-dimensional inference under hidden confounding
published 2022 · The Annals of Statistics · 43 citations · first circulated 2020
Statistical Inference for High-Dimensional Generalized Linear Models With Binary Outcomes
published 2021 · Journal of the American Statistical Association · 28 citations
with Tommaso Cai, Rong Ma
Optimal Statistical Inference for Individualized Treatment Effects in High-Dimensional Models
published 2021 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 17 citations · first circulated 2019
with Tianxi Cai, Tommaso Cai
Extreme eigenvalues of nonlinear correlation matrices with applications to additive models
published 2021 · Stochastic Processes and their Applications · 1 citations · first circulated 2019
Group inference in high dimensions with applications to hierarchical testing
published 2021 · Electronic Journal of Statistics · 30 citations · first circulated 2019
Semisupervised Inference for Explained Variance in High Dimensional Linear Regression and its Applications
published 2020 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 13 citations · first circulated 2018
with Tianxi Cai, Tommaso Cai
Testing endogeneity with high dimensional covariates
published 2018 · Journal of Econometrics · 32 citations · first circulated 2016
Confidence Intervals for Causal Effects with Invalid Instruments by Using Two-Stage Hard Thresholding with Voting
published 2018 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 100 citations · first circulated 2016
Confidence intervals for high-dimensional linear regression: Minimax rates and adaptivity
published 2017 · The Annals of Statistics · 130 citations · first circulated 2015
with Tommaso Cai
Mediation Analysis for Count and Zero-Inflated Count Data Without Sequential Ignorability and its Application in Dental Studies
published 2017 · Statistical Methods in Medical Research · 35 citations · first circulated 2016
Control function instrumental variable estimation of nonlinear causal effect models
published 2016 · Journal of Machine Learning Research · 45 citations
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