Research output per year
Research output per year
Personal profile
Personal profile
Professor of Statistics
University of Illinois Urbana-Champaign
Research Interests
Bayesian methods
Decision theory
Information theory
Minimum description length principle
Data mining
Education
Ph.D. Statistics, Yale University, New Haven, CT, 2002
B.A. Mathematics, Peking University, P.R. China, 1997
Honors & Awards
Associate Editor for Bayesian Analysis, 2009 – 2015
Editor for the ISBA Bulletin, 2013 – 2015
Office Address
113 D Illini Hall
725 S. Wright St.
M/C 374
Champaign, IL 61820
Fingerprint
Fingerprint is based on mining the text of the expert's scholarly documents to create an index of weighted terms, which defines the key subjects of each individual researcher.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Learning Topic Models: Identifiability and Finite-Sample Analysis
Chen, Y., He, S., Yang, Y. & Liang, F., 2023, In: Journal of the American Statistical Association. 118, 544, p. 2860-2875 16 p.Research output: Contribution to journal › Article › peer-review
Open Access -
An Ensemble EM Algorithm for Bayesian Variable Selection
Wang, J., Ouyang, Y., Ji, Y. & Liang, F., Sep 2022, In: Bayesian Analysis. 17, 3, p. 879-900 22 p.Research output: Contribution to journal › Article › peer-review
Open Access -
BAYESIAN ESTIMATION OF GAUSSIAN CONDITIONAL RANDOM FIELDS
Gan, L., Narisetty, N. N. & Liang, F., Jan 2022, In: Statistica Sinica. 32, 1, p. 131-152 22 p.Research output: Contribution to journal › Article › peer-review
-
Bayesian penalized Buckley-James method for high dimensional bivariate censored regression models
Yin, W., Zhao, S. D. & Liang, F., Apr 2022, In: Lifetime Data Analysis. 28, 2, p. 282-318 37 p.Research output: Contribution to journal › Article › peer-review
-
Complementary dimension reduction
Cui, N., Hu, J. & Liang, F., Feb 2021, In: Statistical Analysis and Data Mining. 14, 1, p. 31-40 10 p.Research output: Contribution to journal › Article › peer-review