High-Dimensional Statistics A Non-Asymptotic Viewpoint ( 2019, Cambridge University Press) 下载积分:1995 内容提示: 文档格式:PDF | 页数:571 | 浏览次数:820 | 上传日期:2019-03-11 10:21:09 | 文档星级: 阅读了该文档的用户还阅读了这些文档 588 p. Dermatovenerology Textbook (Asja Prohic) ...
High-dimensional statistics: A non-asymptotic viewpoint (Vol. 48). Cambridge University Press. 相关内容: Vershynin High-Dimensional Probability [Notes+Solutions] Jiri and Wessel's blog on HDS [大部分问题的解答使用的是类似的方法,对于其中一些问题的解答,这里使用的方法可能更简单直接,读者可以自行...
This textbook provides a step-by-step introduction to the tools and principles of high-dimensional statistics. Each chapter is complemented by numerous exercises, many of them with detailed solutions, and computer labs in R that convey valuable practical insights. The book covers the theory and pra...
Statistics for High-Dimensional Data 2024 pdf epub mobi 用户评价 评分☆☆☆ 在读 评分☆☆☆ 很奇怪这本书为什么叫high dimensional statistics,可能是我先入为主的读过Martin和Roman的HDS?后两本的广度远超这本。不过这本也是极好的,教会了我Lasso。 评分☆☆☆ 很奇怪这本书为什么叫high dimensional...
Peter J. Bickel has made far-reaching and wide-ranging contributions to many areas of statistics. This short article highlights his marvelous contributions to high-dimensional statistical inference and machine learning, which range from novel methodological developments, deep theoretical analysis, and their...
collected in all scientific disciplines and industrial settings. Such massive data sets present a number of challenges to researchers in statistics and machine learning. This book provides a self-contained introduction to the area of high-dimensional statistics, aimed at the first-year graduate level....
上一期传送门:High Dimensional Statistics学习笔记(四):Minimax Lower Bounds 参考书:High-Dimensional Statistics:A Non-Asymptotic Viewpoint(Martin J. Wainwright) 换本书继续学习High Dimensional Statistics,跟之前的Note就不作承上的介绍了,直接启下:
Such massive data sets present a number of challenges to researchers in statistics and machine learning. This book provides a self-contained introduction to the area of high-dimensional statistics, aimed at the first-year graduate level. It includes chapters that are focused on core methodology and...
图书标签: 数学 Statistics 统计学 概率论 Machine_Learning DataScience 统计 statistics High-Dimensional Probability 2024 pdf epub mobi 电子书 图书描述 High-dimensional probability offers insight into the behavior of random vectors, random matrices, random subspaces, and objects used to quantify uncertainty...
该笔记主要参考:https://ocw.mit.edu/courses/18-s997-high-dimensional-statistics-spring-2015/resources/mit18_s997s15_coursenotes/ SUB-GAUSSIAN RANDOM VARIABLES AND CHERNOFF BOUNDS 引入sub-Gaussian分布的动机,主要是考虑Gaussian分布的强尾衰减: