Greek
Estimation and Testing Under Sparsity
Overview of attention for book
Table of Contents
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Altmetric BadgeBook Overview
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Altmetric BadgeChapter 1 Introduction
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Altmetric BadgeChapter 2 The Lasso
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Altmetric BadgeChapter 3 The Square-Root Lasso
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Altmetric BadgeChapter 4 The Bias of the Lasso and Worst Possible Sub-directions
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Altmetric BadgeChapter 5 Confidence Intervals Using the Lasso
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Altmetric BadgeChapter 6 Structured Sparsity
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Altmetric BadgeChapter 7 General Loss with Norm-Penalty
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Altmetric BadgeChapter 8 Empirical Process Theory for Dual Norms
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Altmetric BadgeChapter 9 Probability Inequalities for Matrices
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Altmetric BadgeChapter 10 Inequalities for the Centred Empirical Risk and Its Derivative
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Altmetric BadgeChapter 11 The Margin Condition
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Altmetric BadgeChapter 12 Some Worked-Out Examples
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Altmetric BadgeChapter 13 Brouwer’s Fixed Point Theorem and Sparsity
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Altmetric BadgeChapter 14 Asymptotically Linear Estimators of the Precision Matrix
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Altmetric BadgeChapter 15 Lower Bounds for Sparse Quadratic Forms
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Altmetric BadgeChapter 16 Symmetrization, Contraction and Concentration
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Altmetric BadgeChapter 17 Chaining Including Concentration
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Altmetric BadgeChapter 18 Metric Structure of Convex Hulls