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Jiang Gui, Ph.D.
Title(s):
Assistant Professor- Bio/Epi
Assistant Professor of TDI
Department(s):
Community and Family Medicine
Education:
2000-2005 University of California, Davis
Ph.D. in Statistics
Dissertation: Regularized Estimation in the High-Dimension and Low-Sample Size Settings, With Applications to Genomic Data
1996-2000 Peking University, P.R. China
B.S. in Statistics
Programs:
The Dartmouth Institute for Health Policy and Clinical Practice
Websites:
bio-epi.hitchcock.org
Contact Information:
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HB 7927 Lebanon NH 03756 |
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Office: 603-653-6083 Fax: 603-653-9093 Email: jiang.gui@dartmouth.edu |
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Selected Publications: |
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Moore, J.H., Barney, N., Tsai, C.T., Chiang, F.T., Gui, J., White, B.C. (2007) Symbolic Modeling of Epistasis. Human Heredity 63, 120-133. Li, H, Gui, J. (2006) Regularized estimation for Gaussian graphical models, with applications to inference of genetic networks. Biostatistics , 7(2):302-317. Gui, J, Li, H. (2005) Penalized cox regression analysis in the high-dimensional and low-sample size settings with application to microarray gene expression data. Bioinformatics, 21: 3001-3008. Gui, J, Li, H. (2004) Threshold gradient descent method for censored data regression with applications in pharmacogenomics. Pacific Symposium on Biocomputing, 10: 272-283. Li, H, Gui, J. (2004) Regularized estimation for Gaussian graphical models, with applications to inference of genetic networks. ISMBO4/Bioinformaticds, 20(suppl 1), i208-i215. |
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Professional Interests:
Dr. Gui's main interest lies in development and application of statistical methods for high-dimensional data (i.e. Microarray, SNP array and Proteomics data). His current research focuses on FDR control, penalized regression and dimension reduction methods.
Courses Taught:
Small group leader, DMS Epidemiology and Biostatistics.
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