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
发表于2024-11-21
All of Statistics pdf epub mobi txt 电子书 下载 2024
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.
好!真好!intuition传达的特别好,不会把人陷入无谓的数学推导里。
评分连我都可以读懂,可以说是少见的好书了!
评分Summer AP class teaching, might even pick a kid for my tsunami modelling (tectonic weapons) project for disaster relief (2nd strike).
评分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.
评分终于看完了,总结一下: 1.前面几场就算是复习以前学的,本科的时候最多就学到估计和假设检验了。 2. 扩充了关于统计其他方面的好多内容。 3. 内容比较简明,对好多概念都有例子解释。 4. 推荐了好多reference book 5. 看得时候还是耐心点(我看得太仓促了,还有好多点没理解^^!) 最后还得谢谢 好友 刘未鹏, 他推荐的好书~
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
评分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
评分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rt。 我们真的在一个世界吗? 我觉得应该打五颗黑星。 非常怀疑是上课notes拼凑的。 typo满天飞,详简错位,概念模糊,排版丑陋,逻辑混乱。 没说让你comprehensive,没说让你严格,没说让你面向统计专业,但concise不严格低门槛不代表乱写一通,统计本来就没多少数学还不好好...
All of Statistics pdf epub mobi txt 电子书 下载 2024