← All authors Chengchun Shi London School of Economics and Political Science (from arXiv:2401.05517, 2024) · ORCID · OpenAlex
31 papers in scope · 29 published · 2 on the econ.EM arXiv · 470 citations · h-index 11 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Jinglong Zhao Fabrizio Cipollini Andrew Zheng Shichao Han Brian Karrer Liang Shi Okke Schrijvers Vivek F. Farias Andrew A. Li Tianyi Peng Fabrizia Mealli Yu-Chen Hu Davide Viviano Zhenling Jiang Gabriel Y. Weintraub Inessa Liskovich Ramesh Johari Hannah Li Brian Burdick Lorenzo Masoero 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 (2 of 31)
Sequential Knockoffs for Variable Selection in Reinforcement Learning
published 2026 · Journal of the American Statistical Association · 1 citations
Generalized Fitted Q‐Iteration With Clustered Data
published 2025 · Stat
Blessing from Human-AI Interaction: Super Policy Learning in Confounded Environments
published 2025 · Journal of the American Statistical Association · 1 citations · first circulated 2022
Testing stationarity and change point detection in reinforcement learning
published 2025 · The Annals of Statistics · 2 citations · first circulated 2022
Multivariate dynamic mediation analysis under a reinforcement learning framework
published 2025 · The Annals of Statistics · 2 citations · first circulated 2023
Off-Policy Evaluation in Doubly Inhomogeneous Environments
published 2024 · Journal of the American Statistical Association · 5 citations · first circulated 2023
working paper 2024 · arXiv
Dynamic noise estimation: A generalized method for modeling noise fluctuations in decision-making
published 2024 · Journal of Mathematical Psychology · 18 citations · first circulated 2023
with Jing-Jing Li, Lexin Li, Anne Collins
Evaluating Dynamic Conditional Quantile Treatment Effects with Applications in Ridesharing
published 2024 · Journal of the American Statistical Association · 3 citations · first circulated 2023
with Ting Li, Zhaohua Lu, Yi Li, Hongtu Zhu
working paper 2024 · arXiv
Policy evaluation for temporal and/or spatial dependent experiments
published 2024 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 3 citations · first circulated 2022
with Shikai Luo, Ying Yang, Fang Yao, Jieping Ye, Hongtu Zhu
Value Enhancement of Reinforcement Learning via Efficient and Robust Trust Region Optimization
published 2023 · Journal of the American Statistical Association · 4 citations
Testing for the Markov property in time series via deep conditional generative learning
published 2023 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 8 citations
Testing Directed Acyclic Graph via Structural, Supervised and Generative Adversarial Learning
published 2023 · Journal of the American Statistical Association · 3 citations · first circulated 2021
with Yunzhe Zhou, Lexin Li
Deep spectral Q‐learning with application to mobile health
published 2023 · Stat
Off-Policy Confidence Interval Estimation with Confounded Markov Decision Process
published 2022 · Journal of the American Statistical Association · 2 citations
Statistically Efficient Advantage Learning for Offline Reinforcement Learning in Infinite Horizons
published 2022 · Journal of the American Statistical Association · 6 citations
Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework
published 2022 · Journal of the American Statistical Association · 25 citations · first circulated 2020
Statistical Inference of the Value Function for Reinforcement Learning in Infinite-Horizon Settings
published 2021 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 37 citations · first circulated 2020
Sequential pathway inference for multimodal neuroimaging analysis
published 2021 · Stat · 3 citations
with Lexin Li, Tengfei Guo, William J. Jagust
Testing Mediation Effects Using Logic of Boolean Matrices
published 2021 · Journal of the American Statistical Association · 18 citations · first circulated 2020
with Lexin Li
Concordance and value information criteria for optimal treatment decision
published 2021 · The Annals of Statistics · 9 citations
Statistical Inference for High-Dimensional Models via Recursive Online-Score Estimation
published 2020 · Journal of the American Statistical Association · 41 citations
Linear hypothesis testing for high dimensional generalized linear models
published 2019 · The Annals of Statistics · 48 citations
On testing conditional qualitative treatment effects
published 2019 · The Annals of Statistics · 3 citations
A Sparse Random Projection-Based Test for Overall Qualitative Treatment Effects
published 2019 · Journal of the American Statistical Association · 14 citations
Maximin Projection Learning for Optimal Treatment Decision with Heterogeneous Individualized Treatment Effects
published 2018 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 27 citations
High-dimensional $A$-learning for optimal dynamic treatment regimes
published 2018 · The Annals of Statistics · 99 citations
A Massive Data Framework for M-Estimators with Cubic-Rate
published 2017 · Journal of the American Statistical Association · 1 citations
Robust learning for optimal treatment decision with NP-dimensionality
published 2016 · Electronic Journal of Statistics · 46 citations · first circulated 2015
simplexreg : An R Package for Regression Analysis of Proportional Data Using the Simplex Distribution
published 2016 · Journal of Statistical Software · 41 citations
with Peng Zhang, Zhenguo Qiu
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