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High-Dimensional Statistics

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Chapter 1

Chapter 2

Chapter 3

Chapter 4

Chapter 5

Chapter 6

Chapter 7

Chapter 8

Chapter 9

Chapter 10

Chapter 11

Chapter 12

Chapter 12

12.9.1 Exact recovery with hierarchical clustering

12.9.2 Bias of Kmeans

12.9.3 Debiasing Kmeans

12.9.4 Bayes classifier for the supervised case

12.9.5 Cardinality of an epsilon net

12.9.6 Operator norm of a random matrix

12.9.7 Large deviation for the binomial distribution

12.9.8 Sterling numbers of the second kind

12.9.9 Gaussian mixture model and EM algorithm

page revision: 0, last edited: 03 Nov 2020 21:24
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