Professor of Statistics and Director of Statistical Laboratory
Research Interests: Nonparametric and high-dimensional statistics
Publications
Local continuity of log-concave projection, with applications to estimation under model misspecification
– Bernoulli: a journal of mathematical statistics and probability
(2021)
27,
2437
(DOI: 10.3150/20-bej1316)
Editorial: Memorial issue for Charles Stein
– Annals of Statistics
(2021)
49,
1811
(DOI: 10.1214/21-AOS2110)
Bounding distributional errors via density ratios
– Bernoulli: a journal of mathematical statistics and probability
(2021)
27,
818
(DOI: 10.3150/20-bej1256)
Single-dose BNT162b2 vaccine protects against asymptomatic SARS-CoV-2 infection
– eLife
(2021)
10,
e68808
(DOI: 10.7554/ELIFE.68808)
High-dimensional nonparametric density estimation via symmetry and shape constraints
– Annals of Statistics
(2021)
49,
650
(DOI: 10.1214/20-AOS1972)
Minimax rates in sparse, high-dimensional change point detection
– Annals of Statistics
(2021)
49,
1081
(DOI: 10.1214/20-aos1994)
Adaptation in multivariate log-concave density estimation
– The Annals of Statistics
(2021)
49,
129
(DOI: 10.1214/20-aos1950)
A unifying tutorial on Approximate Message Passing.
– CoRR
(2021)
abs/2105.02180,
Confidence intervals for high-dimensional Cox models
– Statistica Sinica
(2021)
31,
243
(DOI: 10.5705/ss.202018.0247)
Robust inference with knockoffs
– The Annals of Statistics
(2020)
48,
1409
(DOI: 10.1214/19-AOS1852)
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