Publications
High-dimensional nonparametric density estimation via symmetry and shape constraints
– The Annals of Statistics
(2021)
49,
650
(doi: 10.1214/20-aos1972)
Minimax rates in sparse, high-dimensional changepoint detection
– The Annals of Statistics
(2021)
49,
1081
(doi: 10.1214/20-aos1994)
Adaptation in multivariate log-concave density estimation
– Annals of Statistics
(2021)
49,
129
(doi: 10.1214/20-AOS1950)
Robust inference with knockoffs
– The Annals of Statistics
(2020)
48,
1409
(doi: 10.1214/19-aos1852)
Classification with imperfect training labels
– Biometrika
(2020)
107,
311
(doi: 10.1093/biomet/asaa011)
Local nearest neighbour classification with applications to semi-supervised learning
– Annals of Statistics
(2020)
48,
1789
(doi: 10.1214/19-AOS1868)
Goodness-of-fit Testing in High Dimensional Generalized Linear Models
– Journal of the Royal Statistical Society Series B (Statistical Methodology)
(2020)
82,
773
(doi: 10.1111/rssb.12371)
Screening of healthcare workers for SARS-CoV-2 highlights the role of asymptomatic carriage in COVID-19 transmission.
– eLife
(2020)
9,
e58728
(doi: 10.7554/eLife.58728)
Sparse principal component analysis via axis-aligned random projections
– Journal of the Royal Statistical Society Series B (Statistical Methodology)
(2020)
82,
329
(doi: 10.1111/rssb.12360)
The conditional permutation test for independence while controlling for confounders
– Journal of the Royal Statistical Society Series B: Statistical Methodology
(2019)
82,
175
(doi: 10.1111/rssb.12340)
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