Professor of Mathematical Statistics
Research Interests: Mathematical Statistics; specifically high-dimensional inference, Bayesian nonparametrics, statistics for PDEs and inverse problems, empirical process theory.
Publications
On adaptive inference and confidence bands
– The Annals of Statistics
(2011)
39,
2383
(doi: 10.1214/11-aos903)
Concentration inequalities and confidence bands for needlet density estimators on compact homogeneous manifolds
– Probability Theory and Related Fields
(2011)
153,
363
(doi: 10.1007/s00440-011-0348-5)
Global uniform risk bounds for wavelet deconvolution estimators
– The Annals of Statistics
(2011)
39,
201
(doi: 10.1214/10-aos836)
Efficient simulation-based minimum distance estimation and indirect inference
– Mathematical Methods of Statistics
(2011)
19,
327
(doi: 10.3103/S1066530710040022)
Adaptive estimation of a distribution function and its density in sup-norm loss by wavelet and spline projections
– Bernoulli
(2010)
16,
1137
(doi: 10.3150/09-BEJ239)
Confidence bands in density estimation
– The Annals of Statistics
(2010)
38,
1122
(doi: 10.1214/09-aos738)
Uniform limit theorems for wavelet density estimators
– The Annals of Probability
(2009)
37,
1605
(doi: 10.1214/08-AOP447)
Uniform central limit theorems for sieved maximum likelihood and trigonometric series estimators on the unit circle
(2009)
5,
338
Adaptation on the space of finite signed measures
– Mathematical Methods of Statistics
(2008)
17,
113
(doi: 10.3103/s1066530708020026)
On convergence and convolutions of random signed measures
– Journal of Theoretical Probability
(2008)
22,
38
(doi: 10.1007/s10959-008-0177-3)
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