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Professor Department of Biostatistics and Epidemiology & Helen Wills Neuroscience Institute University of California at Berkeley ContactBerkeley Way West, Room 5330 |
Education
2003. Ph.D. in Statistics, University of Minnesota at Twin Cities
2002. M.S. in Statistics, University of Minnesota at Twin Cities
1998. B.E. in Electrical Engineering, Zhejiang University, China
Research Interests
Neuroimaging data analysis: brain connectivity and network analysis, imaging causal inference, imaging genetics, longitudinal imaging analysis, multimodal analysis, tensor analysis
Deep brain stimulation, brain-computer-interface
Statistical machine learning, deep learning, reinforcement learning
Ordinary differential equations, point process, functional data analysis
Alzheimer's disease, Parkinson disease, diabetes, kidney exchange
Dimension reduction, variable selection, high dimensional inference
Honors
Fellow, American Statistical Association (ASA)
Fellow, Institute of Mathematical Statistics (IMS)
Elected Member, International Statistical Institute (ISI)
Services
Program Chair, SLDS 2020
IMS Program Chair, WNAR, 2020
Program Chair, American Statistical Association, Section on Statistics in Imaging, 2017
Associate Editor, Journal of the American Statistical Association, 2014-
Associate Editor, Annals of Applied Statistics, 2022-
Associate Editor, Statistics in Biosciences, 2021-
Associate Editor, Journal of Statistical Theory and Practice, 2019-
Associate Editor, Technometrics, 2013-2018
Past Positions
2014-2018. Associate Professor, Division of Biostatistics, University of California, Berkeley
2011-2014. Associate Professor, Department of Statistics, North Carolina State University
2012-2013. Visiting Associate Professor, Department of Statistics, Stanford University
2011-2012. Visiting Associate Professor, Yahoo! Research Labs
2005-2011. Assistant Professor, Department of Statistics, North Carolina State University
2003-2005. Postdoctoral Scholar, School of Medicine, University of California at Davis