This book is used as a text book for randomized algorithm or probability and computing.

3rd Edition - Probability, Random Variables and Stochastic

This book will provide you with sufficient and necessary background in probability theory and computing theory. Specifically speaking, this book will introduce you some randomization and probabilistic techniques for algorithm design and data analysis. It's required textbook in some course in Stanford University.

1) CRC 手册之概率及数理统计 2) PDF书签带目录。 ================ This book is in the form of a handbook providing tables and comprehensive lists of definitions concepts theorems and formulae… Its emphasis is on basic statistics but also covers many advanced topics… Almost every table is accompanied by a textual description and at least one example that uses a value from the table. Most concepts are illustrated with examples and step-by-step solutions. -European Mathematical Society Newsletter No. 41 (September 2001) This book provides a survey of modern basic statistics and probability …The figures suggest an inspirative view on statistical problems…most concepts are illustrated with examples…a very useful book for statisticians but not only for statisticians. -P. Fronek Zentralblatt für Mathematik Praha --This text refers to the Hardcover edition.

A FIRST COURSE IN PROBABILITY Eighth Edition Sheldon Ross University of Southern California

提出一种图分析方法用于动态人群场景异常状态检测.使用自适应Mean shift算法对场景速度场进行非参数概率密度估计聚类,聚类结果构成以聚类中心为顶点、各聚类中心之间距离为边权重的无向图.通过分析图顶点的空间分布及边权重矩阵动态系统的预测值与观测值之间的离散程度,对动态场景中的异常事件进行检测和定位.使用多个典型动态场景视频数据库进行对比实验,结果表明图分析方法适应性强、可有效监控动态人群场景中的异常状态.

【2018新书】写给计算机科学的概率统计（Probability and Statistics for Computer Science）

The aim of this book is to provide the reader with a fairly thorough treatment of the main body of basic and classical probability theory, preceded by an introduction to the mathematics which is necessary for a solid treatment of the material.

A First Course In Probability 8th

Probability Distributions Involving Gaussian Random Variables.pdf