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Jiang Gui, PhD

Title(s):
Associate Professor of Biomedical Data Science
Associate Professor of The Dartmouth Institute
Associate Professor of Community and Family Medicine

Department(s):
Biomedical Data Science
The Dartmouth Institute
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:

HB 7927
Lebanon NH 03756

Office: 603-653-6083
Fax: 603-653-9093
Email: jiang.gui@dartmouth.edu

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.

Selected Publications:
 

  • 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.