All of Statistics pdf epub mobi txt 电子书下载 2025

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出版者:Springer

作者:Larry Wasserman

出品人:

页数:442

译者:

出版时间:2004-10-21

价格:USD 99.00

装帧:Hardcover

isbn号码:9780387402727

丛书系列:Springer Texts in Statistics

图书标签:

统计
数学
机器学习
statistics
统计学
统计学习
概率统计
数据挖掘

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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.

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这本书是《all of statistics》(http://www.amazon.com/All-Statistics-Statistical-Inference-Springer/dp/0387402721)的中文版。基于《all of statistics》的大名，得知中文版出了以后，我就很高兴地买了一本，拿到书后，按习惯从序言读起，结果第一页读到 “但是学生从哪儿...

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cmu上面的快进度概率教材。不过个人感觉当手册很好些。特别是用来做review。但不适做初学教材。初学还是degroot那本或是mit 那本概率教材或ross那个

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本书英文版错误首先不少，中文翻译也丢三落四，另外作者提供的代码有的也有很明显的bug。但是同类型的书又很少，这本够简洁。来看看书里的“睿智”翻译，importance sampling那一章的tail probability例子 We will estimate this with importance sampling taking g to be a N...

评分☆☆☆☆☆

cmu上面的快进度概率教材。不过个人感觉当手册很好些。特别是用来做review。但不适做初学教材。初学还是degroot那本或是mit 那本概率教材或ross那个