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Thesis

Reweighting methods in high dimensional regression

Abstract:

In this thesis, we focus on the application of covariate reweighting with Lasso-style methods for regression in high dimensions, particularly where p

n. We apply a particular focus to the case of sparse regression under a-priori ...Expand abstract...

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Institution:
University of Oxford
Oxford college:
Corpus Christi College
Department:
Mathematical,Physical & Life Sciences Division - Statistics

Contributors

Role:
Supervisor
Type of award:
DPhil
Level of award:
Doctoral
Awarding institution:
Oxford University, UK
Publication date:
2012
URN:
uuid:26f8541a-9e2d-466a-84aa-e6850c4baba9
Local pid:
ora:7122

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