Professor of Mathematical Statistics
Research Interests: Mathematical Statistics; specifically high-dimensional inference, Bayesian nonparametrics, statistics for PDEs and inverse problems, empirical process theory.
Publications
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)
A simple adaptive estimator of the integrated square of a density
– BERNOULLI
(2008)
14,
47
(doi: 10.3150/07-BEJ110)
An exponential inequality for the distribution function of the kernel density estimator, with applications to adaptive estimation
– Probability Theory and Related Fields
(2008)
143,
569
(doi: 10.1007/s00440-008-0137-y)
Uniform central limit theorems for Kernel density estimators
– Probability Theory and Related Fields
(2007)
141,
333
(doi: 10.1007/s00440-007-0087-9)
Bracketing metric entropy rates and empirical central limit theorems for function classes of besov- and sobolev-type
– Journal of Theoretical Probability
(2007)
20,
177
(doi: 10.1007/s10959-007-0058-1)
Donsker-type theorems for nonparametric maximum likelihood estimators
– Probability Theory and Related Fields
(2006)
138,
411
(doi: 10.1007/s00440-006-0031-4)
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