Xiaotong Shen

• Educational Background & Specialties
• Publications
• Activities
• Awards
• Courses Taught

Educational Background & Specialties

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Educational Background

• Ph.D.: Statistics, University of Chicago, Chicago, IL, 1991 - none

Specialties

• Statistical learning and data mining
• Statistical applications in engineering and health science.
• Nonparametric and semiparametric modeling

Publications

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Publications

• Optimal model assessment, selection and combination. Huang, H. , Shen, Xiaotong, 2006.
• Grouping pursuit through a regularization surface: Huang, H.S., American Statistical Association, Shen, Xiaotong, Journal of the American Statistical Association}, 105, 727–739, 2010.

Activities

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Activities

Professional

• Chair-Elect, the American Statistical Association’s Section on Statistical Learning and Data Mining 2012 -
• Program Co-Chair, Institute of Mathematical Statistics 2009 -
• Editorial board: Journal of Machine Learning Research, Journal of American Statistical Association, Annals of Statistics, Electric Journal of Statistics, Journal of Computational and Graphical Statistics, Statistics Survery . 2007 - present
• Panel, the National Science Foundation 2001 - present

Awards

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Awards

Scholar of the College, College of Liberal Arts, University of Minnesota, 2012

Fellow, American Association for the Advancement of Science, 2011

American Statistical Association fellow, 2006

Elected Member, International Statistical Institute, 2006

Institute of Mathematical Statistics fellow, 2004

The Best Paper Award, the International Biometric Society, 2012

John Black Johnston Distinguished Professorship, 2012

Courses Taught

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Courses Taught

Statistical Learning and Data mining