Professor of Statistics and Director of Statistical Laboratory
Research Interests: Nonparametric and high-dimensional statistics
Publications
Discussion of ‘Correlated variables in regression: Clustering and sparse estimation’ by Peter Bühlmann, Philipp Rütimann, Sara van de Geer and Cun-Hui Zhang
– Journal of Statistical Planning and Inference
(2013)
143,
1866
(doi: 10.1016/j.jspi.2013.05.022)
Invited discussion of ‘Correlated variables
in regression: clustering and sparse estimation’ by P. B¨uhlmann, P. R¨utimann, S. van
de Geer and C.-H. Zhang
– Journal of Statistical Planning and Inference
(2013)
Stochastic search for semiparametric linear regression models
(2013)
78
SMOOTHED LOG-CONCAVE MAXIMUM LIKELIHOOD ESTIMATION WITH APPLICATIONS
– Statistica Sinica
(2013)
23,
1373
(doi: 10.5705/ss.2011.224)
Variable selection with error control: another look at stability selection
– Journal of the Royal Statistical Society Series B Statistical Methodology
(2013)
75,
55
Stochastic search for semiparametric linear regression models
– Institute of Mathematical Statistics Collections
(2013)
78
(doi: 10.1214/12-imscoll907)
OPTIMAL WEIGHTED NEAREST NEIGHBOUR CLASSIFIERS
– The Annals of Statistics
(2012)
40,
2733
(doi: 10.1214/12-AOS1049)
Independent Component Analysis via nonparametric maximum likelihood estimation
– The Annals of Statistics
(2012)
40,
2973
(doi: 10.1214/12-aos1060)
Adaptive Confidence Intervals for the Test Error in Classification Comment
– Journal of the American Statistical Association
(2011)
106,
914
(doi: 10.1198/jasa.2011.tm11321)
Approximation by log-concave distributions with applications to regression
– Annals of Statistics
(2011)
39,
702
(doi: 10.1214/10-AOS853)
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