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Hello! Our names are Jiri and Wessel. On this blog, we will post our or others’ solutions to the exercises from High-Dimensional Statistics: A Non-Asymptotic Viewpoint by Martin J. Wainwright. Find out more about us here.

Due to legal reasons, we are unfortunately unable to restate the text of the questions. You can purchase the book here, or gain access here if you are a student at the University of Cambridge.

Tags

general (1) chapter 2 (22) chapter 3 (16) chapter 4 (17) chapter 5 (14) chapter 6 (16) chapter 12 (20) chapter 13 (11) chapter 14 (11) chapter 15 (18) bounded differences inequality (3) Chernoff bound (7) entropy integral (1) Gaussian MGF (2) incomplete (8) layer cake (5) Lipschitz Gaussian (5) localisation (1) Sauer-Shelah (1) symmetrisation (2)

General

Chapter 2

Chapter 3

Chapter 4

Chapter 5

Chapter 6

Chapter 12

Chapter 13

Chapter 14

Chapter 15

Bounded Differences Inequality

Chernoff Bound

Entropy Integral

Gaussian Mgf

Incomplete

Layer Cake

Lipschitz Gaussian

Localisation

Sauer-shelah

Symmetrisation