Jelena Bradic
Overview
Explore the profile of Jelena Bradic including associated specialties, affiliations and a list of published articles.
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3
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52
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Recent Articles
1.
Bradic J, Fan J, Zhu Y
Ann Stat
. 2022 Jul;
50(2):615-639.
PMID: 35814863
Understanding statistical inference under possibly non-sparse high-dimensional models has gained much interest recently. For a given component of the regression coefficient, we show that the difficulty of the problem depends...
2.
Bradic J, Fan J, Jiang J
Ann Stat
. 2012 Oct;
39(6):3092-3120.
PMID: 23066171
High throughput genetic sequencing arrays with thousands of measurements per sample and a great amount of related censored clinical data have increased demanding need for better measurement specific model selection....
3.
Bradic J, Fan J, Wang W
J R Stat Soc Series B Stat Methodol
. 2011 May;
73(3):325-349.
PMID: 21589849
In high-dimensional model selection problems, penalized least-square approaches have been extensively used. This paper addresses the question of both robustness and efficiency of penalized model selection methods, and proposes a...