About this document
High Dimensional Statistics Essentials by nomialsCry is a document available to read on EtoBox.
The document provides an overview of high dimensional statistics, focusing on essential concepts such as tail and concentration bounds, Gaussian facts, and various inequalities. It covers techniques for determining bounds, including Bernstein and Chernoff methods, and discusses the properties of sub-Gaussian and sub-exponential distributions. Additionally, the document includes examples, exercises, and questions to reinforce understanding of the material presented.
- Author
- nomialsCry
- Language
- EN