WINNER OF THE 2005 DEGROOT PRIZE! This book is for people who want to learn probability and statistics quickly. It brings together many of the main ideas in modern statistics in one place. The book is suitable for students and researchers in statistics, computer science, data mining and machine learning. This book covers a much wider range of topics than a typical introductory text on mathematical statistics. It includes modern topics like nonparametric curve estimation, bootstrapping and classification, topics that are usually relegated to follow-up courses. The reader is assumed to know calculus and a little linear algebra. No previous knowledge of probability and statistics is required. The text can be used at the advanced undergraduate and graduate level.
發表於2024-05-18
All of Statistics 2024 pdf epub mobi 電子書 下載
本書英文版錯誤首先不少,中文翻譯也丟三落四,另外作者提供的代碼有的也有很明顯的bug。但是同類型的書又很少,這本夠簡潔。 來看看書裏的“睿智”翻譯,importance sampling那一章的tail probability例子 We will estimate this with importance sampling taking g to be a N...
評分rt。 我們真的在一個世界嗎? 我覺得應該打五顆黑星。 非常懷疑是上課notes拼湊的。 typo滿天飛,詳簡錯位,概念模糊,排版醜陋,邏輯混亂。 沒說讓你comprehensive,沒說讓你嚴格,沒說讓你麵嚮統計專業,但concise不嚴格低門檻不代錶亂寫一通,統計本來就沒多少數學還不好好...
評分cmu上麵的快進度概率教材。不過個人感覺當手冊很好些。特彆是用來做review。但不適做初學教材。初學還是degroot那本 或是mit 那本概率教材 或ross那個
評分本書英文版錯誤首先不少,中文翻譯也丟三落四,另外作者提供的代碼有的也有很明顯的bug。但是同類型的書又很少,這本夠簡潔。 來看看書裏的“睿智”翻譯,importance sampling那一章的tail probability例子 We will estimate this with importance sampling taking g to be a N...
評分這本書是《all of statistics》(http://www.amazon.com/All-Statistics-Statistical-Inference-Springer/dp/0387402721)的中文版。基於《all of statistics》的大名,得知中文版齣瞭以後,我就很高興地買瞭一本,拿到書後,按習慣從序言讀起,結果第一頁讀到 “但是學生從哪兒...
圖書標籤: 統計 數學 機器學習 statistics 統計學 統計學習 概率統計 數據挖掘
http://www.itpub.net/thread-1317485-1-1.html
評分簡明扼要。
評分連我都可以讀懂,可以說是少見的好書瞭!
評分http://www.itpub.net/thread-1317485-1-1.html
評分I like its conciseness, intuitive comments and graphic illustrations for theorems and a wide coverage. However, too many notations are used, with many overloaded. Some notations are not conventional and confusing.
All of Statistics 2024 pdf epub mobi 電子書 下載