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