Reweighting methods in high dimensional regression
<p>In this thesis, we focus on the application of covariate reweighting with Lasso-style methods for regression in high dimensions, particularly where <em>p</em> ≥ </p>n. We apply a particular focus to the case of sparse regression under a-priori grouping structures. <p>...
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| Format: | Thesis |
| Language: | English |
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2012
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