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The Impact of David Cox’s Work and Leadership on My Research

Harvard Data Science Review, 2023-04, Vol.5 (2)

Shi, Chengchun

2023

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A multi-model ensemble approach for reservoir dissolved oxygen forecasting based on feature screening and machine learning

Ecological indicators, 2024-09, Vol.166, p.112413, Article 112413

2024

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simplexreg : An R Package for Regression Analysis of Proportional Data Using the Simplex Distribution

Journal of statistical software, 2016-08, Vol.71 (11), p.1-21

2016

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Forecasting DO of the river-type reservoirs using input variable selection and machine learning techniques - taking Shuikou reservoir in the Minjiang River as an example

Ecological indicators, 2023-11, Vol.155, p.110995, Article 110995

2023

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Causes of continuous and short-term hypoxia in rivers entering the sea: a case of Minjiang River in Fujian Province

Hydrology Research, 2023-01, Vol.54 (1), p.65-81

2023

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Testing Mediation Effects Using Logic of Boolean Matrices

Journal of the American Statistical Association, 2022-10, Vol.117 (540), p.2014-2027

2022

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A Massive Data Framework for M-Estimators with Cubic-Rate

Journal of the American Statistical Association, 2018-01, Vol.113 (524), p.1698-1709

2018

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Statistical inference of the value function for reinforcement learning in infinite‐horizon settings

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2022-07, Vol.84 (3), p.765-793

2022

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Testing Directed Acyclic Graph via Structural, Supervised and Generative Adversarial Learning

Journal of the American Statistical Association, 2024-09, Vol.119 (547), p.1833-1846

2024

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HIGH-DIMENSIONAL A-LEARNING FOR OPTIMAL DYNAMIC TREATMENT REGIMES

The Annals of statistics, 2018-06, Vol.46 (3), p.925-957

2018

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Statistical Inference for High-Dimensional Models via Recursive Online-Score Estimation

Journal of the American Statistical Association, 2021-07, Vol.116 (535), p.1307-1318

2021

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LINEAR HYPOTHESIS TESTING FOR HIGH DIMENSIONAL GENERALIZED LINEAR MODELS

The Annals of statistics, 2019-10, Vol.47 (5), p.2671-2703

2019

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Evaluating Dynamic Conditional Quantile Treatment Effects with Applications in Ridesharing

Journal of the American Statistical Association, 2024-09, Vol.119 (547), p.1736-1750

2024

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Concordance and value information criteria for optimal treatment decision

The Annals of statistics, 2021-02, Vol.49 (1), p.49

2021

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A Sparse Random Projection-Based Test for Overall Qualitative Treatment Effects

Journal of the American Statistical Association, 2020-07, Vol.115 (531), p.1201-1213

2020

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Off-policy Evaluation in Doubly Inhomogeneous Environments

Journal of the American Statistical Association, 2024-09, p.1-26

2024

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Value Enhancement of Reinforcement Learning via Efficient and Robust Trust Region Optimization

Journal of the American Statistical Association, 2024-07, Vol.119 (547), p.2011-2025

2024

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Statistically Efficient Advantage Learning for Offline Reinforcement Learning in Infinite Horizons

Journal of the American Statistical Association, 2024-01, Vol.119 (545), p.232-245

2024

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Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework

Journal of the American Statistical Association, 2023-07, Vol.118 (543), p.2059-2071

2023

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ON TESTING CONDITIONAL QUALITATIVE TREATMENT EFFECTS

The Annals of statistics, 2019-08, Vol.47 (4), p.2348-2377

2019

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Testing for the Markov property in time series via deep conditional generative learning

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2023-09, Vol.85 (4), p.1204-1222

2023

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Novel rate-based modeling and mass transfer performance of CO2 absorption in rotating spiral contactor

International journal of heat and mass transfer, 2024-12, Vol.235, p.126234, Article 126234

2024

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Determining the Number of Latent Factors in Statistical Multi-Relational Learning

Journal of machine learning research, 2019-01, Vol.20

2019

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Off-Policy Confidence Interval Estimation with Confounded Markov Decision Process

Journal of the American Statistical Association, 2024-01, Vol.119 (545), p.273-284

2024

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Policy evaluation for temporal and/or spatial dependent experiments

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2024-07, Vol.86 (3), p.623-649

2024

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The Impact of David Cox’s Work and Leadership on My Research

A multi-model ensemble approach for reservoir dissolved oxygen forecasting based on feature screening and machine learning

simplexreg : An R Package for Regression Analysis of Proportional Data Using the Simplex Distribution

Forecasting DO of the river-type reservoirs using input variable selection and machine learning techniques - taking Shuikou reservoir in the Minjiang River as an example

Causes of continuous and short-term hypoxia in rivers entering the sea: a case of Minjiang River in Fujian Province

Testing Mediation Effects Using Logic of Boolean Matrices

A Massive Data Framework for M-Estimators with Cubic-Rate

Statistical inference of the value function for reinforcement learning in infinite‐horizon settings

Testing Directed Acyclic Graph via Structural, Supervised and Generative Adversarial Learning

HIGH-DIMENSIONAL A-LEARNING FOR OPTIMAL DYNAMIC TREATMENT REGIMES

Statistical Inference for High-Dimensional Models via Recursive Online-Score Estimation

LINEAR HYPOTHESIS TESTING FOR HIGH DIMENSIONAL GENERALIZED LINEAR MODELS

Evaluating Dynamic Conditional Quantile Treatment Effects with Applications in Ridesharing

Concordance and value information criteria for optimal treatment decision

A Sparse Random Projection-Based Test for Overall Qualitative Treatment Effects

Off-policy Evaluation in Doubly Inhomogeneous Environments

Value Enhancement of Reinforcement Learning via Efficient and Robust Trust Region Optimization

Statistically Efficient Advantage Learning for Offline Reinforcement Learning in Infinite Horizons

Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework

ON TESTING CONDITIONAL QUALITATIVE TREATMENT EFFECTS

Testing for the Markov property in time series via deep conditional generative learning

Novel rate-based modeling and mass transfer performance of CO2 absorption in rotating spiral contactor

Determining the Number of Latent Factors in Statistical Multi-Relational Learning

Off-Policy Confidence Interval Estimation with Confounded Markov Decision Process

Policy evaluation for temporal and/or spatial dependent experiments

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