Professor of Mathematical Statistics
Research Interests: Mathematical Statistics; specifically high-dimensional inference, Bayesian nonparametrics, statistics for PDEs and inverse problems, empirical process theory.
Publications
Discussion of “Frequentist coverage of adaptive nonparametric Bayesian credible sets”
– The Annals of Statistics
(2015)
43,
1455
(doi: 10.1214/15-AOS1270E)
High-frequency Donsker theorems for Levy measures
– Probability Theory and Related Fields
(2015)
164,
61
(doi: 10.1007/s00440-014-0607-3)
On signal detection and confidence sets for low rank inference problems
– Electronic Journal of Statistics
(2015)
9,
2675
(doi: 10.1214/15-ejs1087)
On the Bernstein–von Mises phenomenon for nonparametric Bayes procedures
– The Annals of Statistics
(2014)
42,
1941
(doi: 10.1214/14-AOS1246)
Confidence sets in sparse regression
– The Annals of Statistics
(2013)
41,
2852
(doi: 10.1214/13-AOS1170)
Spatially adaptive density estimation by localised Haar projections
– Annales de l Institut Henri Poincaré Probabilités et Statistiques
(2013)
49,
900
(doi: 10.1214/12-AIHP485)
Nonparametric Bernstein–von Mises theorems in Gaussian white noise
– The Annals of Statistics
(2013)
41,
1999
(doi: 10.1214/13-aos1133)
Adaptive confidence sets in $L^2$
– Probability Theory and Related Fields
(2013)
156,
889
(doi: 10.1007/s00440-012-0446-z)
A Donsker theorem for Lévy measures
– Journal of Functional Analysis
(2012)
263,
3306
(doi: 10.1016/j.jfa.2012.08.012)
RATES OF CONTRACTION FOR POSTERIOR DISTRIBUTIONS IN Lr-METRICS, 1 ≤ r ≤ ∞
– The Annals of Statistics
(2011)
39,
2883
(doi: 10.1214/11-AOS924)
- <
- 4 of 6