An introduction to multivariate statistical analysis 3rd edition是一本经典的多变量分析书籍，风靡国外统计学界。本书籍内容为英文。

The object of this book is to explore the use and relevance of Bayes' theorem to problems such. as arise in scientific investigation in which inferences must be made concerning parameter values about which little is known a priori.

Applied Multivariate Statistical Analysis 6E【课后习题答案】

应用多元统计分析,做机器视觉，计算机视觉的朋友应该会用到

关于多元统计的基础教科书： Applied Multivariate Statistical Analysis (5th Ed.) by Richard A. Johnsonand Dean W. Wichern 。这本书没有特别追求数学上的深度，而是以通俗易懂的方式讲述主要的基本概念，读起来很舒服，内容也很实用。对于Linear regression,factor analysis,principal component analysis (PCA), andcanonical component analysis (CCA)这些Learning中的基本方法也展开了初步的论述。 之后就可以进一步深入学习贝叶斯统计和Graphical models。

通俗易懂的方式讲述主要的基本概念，读起来很舒服，内容也很实用。对于Linear regression, factor analysis, principal component analysis (PCA), and canonical component analysis (CCA)这些Learning中的基本方法也展开了初步的论述。

This book is cassical book in data analysis application and will be useful for those who are engaging in AI and DL.

学习概率、随机过程必备经典教材之一

Statistical Analysis of fMRI Data - F. Gregory Ashby

Applied Multivariate Statistical Analysis 6th Edition Pearson New International Edition Author: Richard A. Johnson 文字版