Lilun DU
杜理論
PhD in Statistics
University of Wisconsin-Madison, 2015

Assistant Professor
Department of Information Systems, Business Statistics and Operations Management



(852) 2358 7730
dulilun@ust.hk
Room LSK4071
Personal Web

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Google Scholar
4on4dj4AAAAJ

ORCID
0000-0002-9865-7128

Scopus ID
56251840800




Research Interest Publications Projects Teaching Assignment RPG Supervision Space used




Research Interest

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Large-scale inference
Interface between statistics, operation management and Empirical Bayes method



Publications

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All Years 10 2022 0 2021 2 2020 2 2019 1 2018 2 2017 1 2016 2

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2021 2

False Discovery Rate Control Under General Dependence By Symmetrized Data Aggregation
Journal of the American Statistical Association, August 2021
Du, Lilun; Guo, Xu; Sun, Wenguang; Zou, Changliang Article
Separation of Perishable Inventories in Offline Retailing through Transshipment
Operations Research, 21 December 2021
Li, Qing; Yu, Peiwen; Du, Lilun Article

2020 2

A Data-Driven Approach to High-Volume Recruitment: Application to Student Admission
Manufacturing and Service Operations Management, v. 22, (5), September–October 2020, p. 942-957
Du, Lilun; Li, Qing Article
An Empirical Bayes Method for Chi-Squared Data
Journal of the American Statistical Association, 20 July 2020
Du, Lilun; Hu, Inchi Article

2019 1

A Factor-Adjusted Multiple Testing Procedure with Application to Mutual Fund Selection
Journal of Business & Economic Statistics, v. 37, (1), January 2019, p. 147-157
Lan, Wei; Du, Lilun Article

2018 2

Factor-adjusted multiple testing of correlations
Computational Statistics and Data Analysis, v. 128, December 2018, p. 34-47
Du, Lilun; Lan, Wei; Luo, Ronghua; Zhong, Pingshou Article
On-line Control of False Discovery Rates for Multiple Datastreams
Journal of Statistical Planning and Inference, v. 194, March 2018, p. 1-14
Du, Lilun; Zou, Changliang Article

2017 1

Estimation of False Discovery Proportion in Multiple Testing: From Normal to Chi-squared Test Statistics
Electronic Journal of Statistics, v. 11, (1), 2017, p. 1048-1091
Du, Lilun; Zhang, Chunming Article

2014 1

Single-index Modulated Multiple Testing
The Annals of Statistics, v. 42, :(4), 2014, p. 1262-1311
Du, Lilun; Zhang, Chunming Article

2011 1

Nonparametric regression function estimation for errors-in-variables with validation data
Statistica Sinica\gv. 21, Issue 3, July 2011,, p. 1093-1113
Du, Lilun; Zou, Changliang; Wang, Zhaojun Article


Expand All Collapse All


Article 2

False Discovery Rate Control Under General Dependence By Symmetrized Data Aggregation
Journal of the American Statistical Association, August 2021
Du, Lilun; Guo, Xu; Sun, Wenguang; Zou, Changliang
Separation of Perishable Inventories in Offline Retailing through Transshipment
Operations Research, 21 December 2021
Li, Qing; Yu, Peiwen; Du, Lilun


Expand All Collapse All


Article 2

A Data-Driven Approach to High-Volume Recruitment: Application to Student Admission
Manufacturing and Service Operations Management, v. 22, (5), September–October 2020, p. 942-957
Du, Lilun; Li, Qing
An Empirical Bayes Method for Chi-Squared Data
Journal of the American Statistical Association, 20 July 2020
Du, Lilun; Hu, Inchi


Expand All Collapse All


Article 1

A Factor-Adjusted Multiple Testing Procedure with Application to Mutual Fund Selection
Journal of Business & Economic Statistics, v. 37, (1), January 2019, p. 147-157
Lan, Wei; Du, Lilun


Expand All Collapse All


Article 2

Factor-adjusted multiple testing of correlations
Computational Statistics and Data Analysis, v. 128, December 2018, p. 34-47
Du, Lilun; Lan, Wei; Luo, Ronghua; Zhong, Pingshou
On-line Control of False Discovery Rates for Multiple Datastreams
Journal of Statistical Planning and Inference, v. 194, March 2018, p. 1-14
Du, Lilun; Zou, Changliang


Expand All Collapse All


Article 1

Estimation of False Discovery Proportion in Multiple Testing: From Normal to Chi-squared Test Statistics
Electronic Journal of Statistics, v. 11, (1), 2017, p. 1048-1091
Du, Lilun; Zhang, Chunming


Expand All Collapse All


Article 1

Single-index Modulated Multiple Testing
The Annals of Statistics, v. 42, :(4), 2014, p. 1262-1311
Du, Lilun; Zhang, Chunming


Expand All Collapse All


Article 1

Nonparametric regression function estimation for errors-in-variables with validation data
Statistica Sinica\gv. 21, Issue 3, July 2011,, p. 1093-1113
Du, Lilun; Zou, Changliang; Wang, Zhaojun


Expand All Collapse All


2014 1

Single-index Modulated Multiple Testing
The Annals of Statistics, v. 42, :(4), 2014, p. 1262-1311
Du, Lilun; Zhang, Chunming Article

2011 1

Nonparametric regression function estimation for errors-in-variables with validation data
Statistica Sinica\gv. 21, Issue 3, July 2011,, p. 1093-1113
Du, Lilun; Zou, Changliang; Wang, Zhaojun Article


No Publications






Teaching Assignment

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2021-22 Winter 0 2021-22 Fall 1 2020-21 Summer 0 2020-21 Spring 2 2020-21 Winter 0 2020-21 Fall 2

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ISOM2500 Business Statistics


ISOM2600 Introduction to Business Analytics
ISOM5535 High Dimensional Statistics with Business Applications


ISOM2500 Business Statistics
ISOM2600 Introduction to Business Analytics


No Teaching Assignments


No Teaching Assignments


No Teaching Assignments






Research Postgraduate (RPG) Supervision From January 2019 to December 2022 (As of 30 January 2022)

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Graduated RPGs

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Master of Philosophy NIE, Rong
Operations Management( Completed in 2019 )









ProjectsFrom January 2020 to December 2022

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All Projects 2 Leading Projects 1 Participating Projects 1

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A Unified Framework for Multiple Testing with Auxiliary Information: a Sample-splitting Approach


有輔助信息的多重檢驗的一致框架：一種樣本分割的方法 Leading


RGC - General Research Fund


Project Team (HKUST)
DU Lilun (Lead)


2021 -




High-Volume Recruiting: Theory and Applications


大規模招聘：理論和應用 Participating


RGC - General Research Fund


Project Team (HKUST)
LI Qing (Lead)
DU Lilun


2021 -