Statistical Signal Processing - Detection, Estimation, and Time Series Analysis;[Louis Scharf];统计信号处理里面的经典书籍;

这是关于统计机制算法与计算的电子书，高清，最新版本，经典著作，英文版

实用多元统计分析 Applied Multivariate Statistical Analysis（中英文版），希望能帮助大家。学习多元统计的资源。

《The elements of statistical learning》第二版电子书下载

Statistical Learning Theory - Vapnik - 1998 统计学习理论经典教程 高清 可复制

【Modeler】Handbook of Statistical Analysis and Data Mining Applications, Nisbet,ELDER,Miner, 高清原版PDF

Sure to be influential, Watanabe's book lays the foundations for the use of algebraic geometry in statistical learning theory. Many models/machines are singular: mixture models, neural networks, HMMs, Bayesian networks, stochastic context-free grammars are major examples. The theory achieved here underpins accurate estimation techniques in the presence of singularities.

G. Manolakis 的Statistical and Adaptive Signal Processing，图书及Matlab代码。

统计推断(Statistical Inference) 英文 第二版 练习题 答案

经典统计学教材《统计推断》的习题答案，作者是George Casella，非常全，每一题都有详细解答。