个人简介
青年副研究员。2018年获得美国芝加哥大学生物统计学博士学位。研究成果发表于Statistics in Medicine, Health Services and Outcomes Research Methodology以及Journal of Clinical Investigation等国际期刊上。
EDUCATION
Ph.D, The University of Chicago, 2018
Thesis: Statistical methods for Ecological Momentary Assessment Data: heterogeneous variance, missing data and latent state classification
MS, The University of Iowa, 2014
Thesis: Hierarchical auto-regressive model for longitudinal visual field loss assessment
BS, Sun Yat-Sen University, 2011
WORK EXPERIENCE
Assistant Professor, March 2019 – present School of Data Science, Fudan University
Data Scientist Intern, Jun 2017 – Sep 2017 Google Inc, New York City, NY
Data Scientist Intern, Jun 2016 – Aug 2016 Google Inc, Mountain View, CA
研究领域
纵向数据统计分析，聚集型数据统计学习，以及机器学习方法在生物医学领域中的应用
近期论文
查看导师新发文章
（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）
A 3-level Bayesian mixed effects location scale model with an application to ecological momentary assessment data, Statistics in Medicine, 2018
A shared parameter location scale mixed effect model for EMA data subject to informative missing, Health Serv Outcomes Res Method 2018
Multivariate Shared-Parameter Mixed-Effects Location Scale Model for Analysis of In- tensive Longitudinal Data.
Mixed Location Scale Hidden Markov Model for The Analysis of Intensive Longitudinal Data
The Joint i3+3 (Ji3+3) Design for Phase I/II Adoptive Cell Therapy Clinical Trials.
Probability Intervals of Toxicity and Efficacy (PRINTE) design for Phase I Dose-Finding Clinical Trials.
The Impact of COVID-19 Outbreak on Consumer Expenditures: A Modeling Study Using Daily Expenditure Data in China
Duration of Androgen Deprivation in Locally Advanced Prostate Cancer: Long-Term Update of NRG Oncology RTOG 9202, International Journal of Radiation Oncology biology physics, 2017
Ocular-specific ER stress reduction rescues glaucoma in murine glucocorticoid-induced glaucoma, Journal of Clinical Investigation, 2014
Substance Use Behaviors in Adolescent and Young Adult Cancer Patients: Associations with Mental and Physical Health.
Effects of Psychosocial Factors on Adult Hypertension—a community-based case-control study
Ocular-specific ER stress reduction rescues glaucoma in murine glucocorticoid-induced glaucoma, Journal of Clinical Investigation, 2014
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