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2025-03-31
All of Statistics 2025 pdf epub mobi 電子書 下載
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...
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...
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...
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
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
第四章看完終於明白 ESL 2.4 瞭...
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.
評分淺顯的課本,內容豐富,入門級。
評分讀瞭四分之三,前麵學過的當作復習看的很爽,後麵新知識果然需要消化
評分連我都可以讀懂,可以說是少見的好書瞭!
All of Statistics 2025 pdf epub mobi 電子書 下載