Professor of Statistics and Director of Statistical Laboratory
Research Interests: Nonparametric and high-dimensional statistics
Publications
Maximum Likelihood Estimation of a Multi-Dimensional Log-Concave Density
– Journal of the Royal Statistical Society Series B Statistical Methodology
(2010)
72,
545
Discussion of Stability selection by Meinshausen and Bühlmann
– Journal of the Royal Statistical Society Series B
(2010)
72,
455
Asymptotics and optimal bandwidth selection for highest density region estimation
– The Annals of Statistics
(2010)
38,
1767
(doi: 10.1214/09-AOS766)
Theoretical properties of the log-concave maximum likelihood estimator of a multidimensional density
– Electronic Journal of Statistics
(2010)
4,
254
(doi: 10.1214/09-ejs505)
Ultrahigh dimensional feature selection: beyond the linear model.
– Journal of machine learning research : JMLR
(2009)
10,
2013
Maximum likelihood estimation of a multivariate log-concave density
(2009)
(doi: 10.17863/CAM.16215)
SIS, An R package for (Iterative) Sure Independence Screening for generalized linear models and Cox's proportional hazards models
(2009)
LogConcDEAD: An R Package for Maximum Likelihood Estimation of a Multivariate Log-Concave Density
– J STAT SOFTW
(2009)
29,
1
Sure independence screening for ultrahigh dimensional feature space Discussion
– J ROY STAT SOC B
(2008)
70,
883
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