Research Assistant Professor
Division of Biostatistics
University of Miami
(February 2019 – now)

Research Interests: Random Forests and Trees, Causal Inference, Variable Selection, Compartmental Models, Infectious Diseases, Statistical Genomics, Meta-Analysis

Education

PhD Biostatistics, University of Miami, USA

BSc Economics, Dalian University of Technology, China

Selected Publications

Lu M. and Liao X. (2022). Access to Care Through Telehealth Among U.S. Medicare Beneficiaries in the Wake of the COVID-19 Pandemic. Frontiers in Public Health 10:946944. [pdf] [supplemental pdf] [url] [.bib cite /exp]

Lu M. and Ishwaran H. (2021). Cure and death play a role in understanding dynamics for COVID-19: data-driven competing risk compartmental models, with and without vaccination. PloS one 16(7): e0254397. [pdf] [supplemental pdf] [url] [.bib cite /exp]

Lu M., Sha Y., Silva T.C., Colaprico A., Sun X., Ban Y., Wang L., Lehmann B.D. and Chen X.S. (2021). LR Hunting: A Random Forest Based Cell–Cell Interaction Discovery Method for Single-Cell Gene Expression Data. Frontiers in Genetics. 2021 Aug 20;12:708835. [pdf] [url] [.bib cite /exp]

Lu M., Sadiq S., Feaster D.J. and Ishwaran H. (2018). Estimating Individual Treatment Effect in Observational Data Using Random Forest Methods. Journal of Computational and Graphical Statistics, 27: 209-219. [pdf] [url] [.bib cite /exp]

Ishwaran H. and Lu M. (2019). Standard Errors and Confidence Intervals for Variable Importance in Random Forest Regression, Classification, and Survival. Statistics in Medicine, 38: 558-582. [pdf] [url] [.bib cite /exp]

Lu M. and Ishwaran H. (2021). Discussion of nonparametric variable importance assessment. Biometrics, 77: 23-27. [pdf] [url] [.bib cite /exp]

Lu M., Parel J.M., and Miller D. (2021). Interactions between staphylococcal enterotoxins A and D and superantigen-like proteins 1 and 5 for predicting methicillin and multidrug resistance profiles among Staphylococcus aureus ocular isolates. PloS one. 2021 Jul 28;16(7):e0254519. [pdf] [url] [.bib cite /exp]

Lu M. and Ishwaran H. (2018). A Prediction-Based Alternative to P-values in Regression Models.} The Journal of Thoracic and Cardiovascular Surgery, 155: 1130-1136. [pdf] [url] [arXiv] [.bib cite /exp]

Ishwaran H. and Lu M. (2019). Random Survival Forests. Wiley StatsRef: Statistics Reference Online, 1-13. [pdf] [url] [.bib cite /exp]

Ahn S., Lu M., Lefevor G.T., Fedewa A.L. and Celimli S. (2015). “Application of Meta-Analysis in Sport and Exercise Science.” In An introduction to intermediate and advanced statistical analyses for sport and exercise scientists, eds. Ntoumanis N and Myers ND (John Wiley & Sons), chapter 11, 233–253. [url] [.bib cite /exp]

Rice T.W., Lu M, Ishwaran H., and Blackstone, E.H. (2019). Precision Surgical Therapy for Adenocarcinoma of the Esophagus and Esophagogastric Junction: A Machine Learning Causal Analysis. Journal of Thoracic Oncology, 14(12): 2164-2175. [pdf] [url] [.bib cite /exp]

Complete List of Publications

Upcoming Talk

The session on advances of statistical methodologies in integrative proteogenomic research at Joint Statistical Meetings (JSM), Washington, DC, August 6–11, 2022.[url]

Awards

Department of Public Health Sciences 2022 Copeland Foundation Award, University of Miami, February 3, 2022 – May 31, 2022.

Relief Funding Award, the Office of the Vice Provost for Research and Scholarship and the Office of Faculty Affairs, University of Miami, December 13, 2021 – May 31, 2022.

Top Downloaded Paper, Statistics in Medicine, 2018-2019 [ctf]

Student Travel Award, Treatment Decision in Ischemic Cardiomyopathy: Causal Inference Using Random Survival Forests, the 12th International Conference on Health Policy Statistics (ICHPS), American Statistical Association, October 2017

Travel Award, Biostatistics Workshop, Statistical Inference for Biomedical Big Data, University of Florida, Gainesville, April 2017 [url]

Travel Award, the 5th Workshop on Biostatistics and Bioinformatics, Georgia State University, Atlanta, May 2017

Awards in the 15th Annual High School Mathematical Modeling Contest (HiMCM), USA, 2012, listed as Faculty Advisor
– National Finalist (top 2%), Jiaming Bai, Tong Zhan, Yuren Wang and Haoran Ma. Liaoning Province Shiyan High School [ctf]
– Finalist (top 10%), Yuanhao Zu, Dongyu Lang, Xinying Chen and Jiabao Li. Northeast Yucai Foreign Language School [ctf]
– Meritorious (top 21%), Yuchen Zou, Bowei Sun, Ziqi Fang and Yueming Cao. Northeast Yucai School [ctf]
– Meritorious (top 21%), Yingyue Kang, Tianru Chen, Bozhou Zheng and Guanlin Wu. Northeast Yucai Foreign Language School [ctf]

Meritorious Winner, Interdisciplinary Contest in Modeling (ICM), USA, 2008 [ctf]

First Level University Scholarship, Dalian University of Technology, China, [2006-2007] and [2007-2008]

National Scholarship, Ministry of Education of China, [2006-2007] and [2007-2008]

Professional Service

Editorial Board
Associate Editor, Scientific Journal of Biology & Life Sciences

Review Editor, Frontiers in Genetics, Statistical Genetics and Methodology

Guest Associate Editor, Frontiers in Education, Research Topic: Machine Learning Applications in Educational Studies

Journal Referee
– Statistics in Medicine
– Journal of Machine Learning Research
– The Journal of Thoracic and Cardiovascular Surgery
– International Journal of Data Science and Analytics
– Trials journal
– Algorithms
– The Journal of the Royal Statistical Society Series A (Statistics in Society)
– Nature Computational Science
– PloS One
– Frontiers in Genetics
– Frontiers in Public Health

Contact Info

Min Lu, PhD
Research Assistant Professor of Biostatistics
University of Miami Miller School of Medicine
Department of Public Health Sciences
1120 NW 14th Street, Room 1057
Miami, FL 33136
luminwin@gmail.com
m.lu6@umiami.edu