Annie Qu

Featured

Data Science Founder Professor

Professor of Statistics

Department of Statistics, University of Illinois at Urbana-Champaign

725 S. Wright Street Champaign, IL 61820 USA

Email: anniequ@illinois.edu

Phone: (217) 244-8334, Fax: (217) 244-7190

Office: 116B Illini Hall

 

Research Interests:

  • Machine Learning, Medical Imaging, Recommender Systems, Natural Language Processing, Network Data, Personalized Medicine, Longitudinal/Correlated Data Analysis, Missing Data, High-dimensional Data, Model Selection, Nonparametric Models, Biostatistics

Grants:

  • Principal investigator:  NSF Grant DMS 1821198, “Collaborative Research: New Statistical Learning for Complex Heterogeneous Data.” 2018-2021.
  • Principal Investigator: NSF, DMS 1613190, “Group-Specific Individualized Modeling and Recommender Systems for Large-Scale Complex Data.” 2016-2019.
  • Principal Investigator: NSF, DMS1415308, “Collaborative Research: New Statistical Learning and Scalable Computing for Large Unstructured Data.”  2014-2017.
  • Principal Investigator: NSF, DMS1308227, “Personalized classification, moment selection, and time-varying networks for large-scale longitudinal data.”  2013-2016.
  • Principal Investigator: NSF, DMS 0906660, “Model selection and efficient learning for high dimensional clustered data.” 2009-2012.
  • Principal Investigator: NSF, DMS 0348764, “CAREER: Semiparametric and nonparametric models for correlated data.” 2004-2009.
  • Co-Principal Investigator (PI: John Fowler, Botany and Plant Pathology, Oregon State): EPA,  “Indicators of fitness in the maize pollen transcriptome: A screen for correlation between gene expression and pollen competitve ability.”  2006-2008.
  • Principal Investigator: NSF, DMS 0103513 “Semiparametric models for correlated data: The quadratic inference function approach.”2001-2004.
  • Co-investigator (P.I.: W.C. Hayes): NIH, “Fall biomechanics and hip fracture risk.” 2002-2003.