Jun Liu, Ph.D.


"Jun Liu pursues the mystery of how genes are turned on and off. Using various statistical and computer techniques, he studies repetitive patterns in the DNA that lies between genes. This material contains instructions for regulating the expression of genes, and it is involved in whether the proteins produced by genes will become part of a brain or a big toe. These on/off switches can be found by doing difficult, time-consuming experiments that require copying and mutating genes. If a region close to a gene is mutated and the gene stops producing a certain protein, that region must be part of a genetic switch. Liu believes he can locate such switches by statistical analysis of the genetic sequence patterns that occur between the actual genes. Liu has done some of this work with collaborators at Harvard Medical School and the New York State Department of Health. For example, he has made about 2,000 predictions of where switches are located in the bacterium e-coli. In cases where these switches have actually been found by experiments, his predictions are 80 percent correct."

---the Harvard Gazette



Harvard University
Department of Statistics
Science Center 702
1 Oxford Street
Cambridge, MA 02138

Tel: 617-496-1600
Fax: 617-496-8057
E-mail: jliu@stat.harvard.edu



RESEARCH INTERESTS
  •  Statistical missing data problems, imputation methodology
  •  Bayesian methodology: modeling, testing, and nonparametrics
  •  Monte Carlo methodology: Gibbs sampling and MCMC methods; MC methods in physics, material science, chemistry, and structural biology; rate of convergence
  •  Markovian structure and its relation to genetics
  •  Dynamic systems: nonlinear state-space models; target tracking; digital signal restoration
  •  Bioinformatics: gene regulation; sequence alignment; protein structure prediction
  •  Inference problems in finance

CAREER OUTLINE
  •  July 00–Present: Professor of Statistics, Dept. of Statistics, Harvard University
  •  Sep 01–Present: Professor of Biostatistics (secondary), HSPH
  •  Nov 00 & Nov 02: Guest Professor, Peking University
  •  Aug 94–Aug 00: Assistant Professor, Dept. of Statistics, Stanford University
  •  May 96–present: Associate Editor, J. Amer. Statist. Assoc.
  •  July 99–present: Associate Editor, Statistica Sinica
  •  Dec 99–present: Associate Editor, Biometrics
  •  Jan 98–Dec 98: Visiting Faculty, Dept. of Statistics, UCLA
  •  Mar 98–May 98: Visiting Faculty, Dept. of Math, NUS
  •  July 91–Dec 94: Assistant Professor, Dept. of Statistics, Harvard University
  •  July 93–Sep 93: Visiting Faculty, Nat'l Center. Biotech. Info., NIH
  •  Sep 88–Jun 91: Ph.D., The University of Chicago
  •  Sep 86–Jun 88: Ph.D. program in math, Rutgers University
  •  Aug 81–July 85: B.S. in Math., Peking University, Beijing, China

MORE INFORMATION

For publications, awards, etc. click here.







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