Publications
Approximation by log-concave distributions, with applications to regression
– Annals of Statistics
(2011)
39,
702
(doi: 10.1214/10-AOS853)
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
(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
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