High-dimensional statistics | Manual Solutions
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This is manual solutions to exercises in High-dimensional statistics : a non-asymptotic viewpoint written by Wainwright, Martin. There might be some mistakes, so if you find any, I'd be happy to let me know.
Chapters
Exercise 2.1 (Tightness of inequalities)
Exercise 2.2 (Mills ratio)
Exercise 2.3 (Polynomial Markov versus Chernoff)
Exercise 2.4 Sharp sub-Gaussian parameter for bounded r.v.
Chapter 12 | Reproducing Kernel Hilbert Spaces
Chapter 13 Nonparametric least squares
Author
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