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Statistical Laboratory

Publications

De-Biased Sparse PCA: Inference for Eigenstructure of Large Covariance Matrices.
J Janková, S Van De Geer
– IEEE Trans. Inf. Theory
(2021)
67,
2507
Goodness-of-fit testing in high-dimensional generalized linear models
J Janková, RD Shah, P Bühlmann, RJ Samworth
– Journal of the Royal Statistical Society. Series B: Statistical Methodology
(2020)
82,
773
Semiparametric efficiency bounds for high-dimensional models
J Janková, S Van De Geer
– The Annals of Statistics
(2018)
46,
2336
Honest confidence regions and optimality in high-dimensional precision matrix estimation
J Janková, S van de Geer
– Test
(2017)
26,
143
Confidence intervals for high-dimensional inverse covariance estimation
J Janková, S van de Geer
– Electronic Journal of Statistics
(2015)
9,
1205
Inference in high-dimensional graphical models
J Jankova, SVD Geer

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Cambridge Statistics Clinic

Cambridge Statistics Clinic

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Statistical Laboratory

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D2.08

Telephone

01223 766925

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