Concepedia

Chengchun Shi

CS

14

Publications

472

Citations

13

H-Index

2016

Active since

Affiliations

North Carolina State University(Current)

London School of Economics and Political Science

Chinese Academy of Sciences

University of California, Berkeley

Pennsylvania State University

Chengchun Shi is an author at North Carolina State University specializing in engineering, statistics, and statistical inference.

Top concepts

StatisticsEngineeringStatistical InferenceData ScienceMachine LearningUncertainty QuantificationManagementDecision TheoryPredictive AnalyticsProbability

Publications per year

2016–2024

14

Publications

14

High-dimensional $A$-learning for optimal dynamic treatment regimes

Chengchun Shi, Ailin Fan, Rui Song et al. · The Annals of Statistics · 2018 · 96 citations · Full text

Engineering, Machine Learning, Data Science +13

Linear hypothesis testing for high dimensional generalized linear models

Chengchun Shi, Rui Song, Chen Zhao et al. · The Annals of Statistics · 2019 · 47 citations · Full text

Robust learning for optimal treatment decision with NP-dimensionality

Chengchun Shi, Rui Song, Wenbin Lu · Electronic Journal of Statistics · 2016 · 46 citations · Full text

Engineering, Machine Learning, Data Science +14

<b>simplexreg</b>: An<i>R</i>Package for Regression Analysis of Proportional Data Using the Simplex Distribution

Peng Zhang, Zhenguo Qiu, Chengchun Shi · Journal of Statistical Software · 2016 · 41 citations · Full text

Mixture Distribution, Engineering, Density Estimation +13

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

Chengchun Shi, Rui Song, Wenbin Lu et al. · Journal of the American Statistical Association · 2020 · 39 citations · Full text

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