Introduction to Probability, Statistics, and Random Processes pdf epub mobi txt 电子书 下载 2025
- 数学
- Mathematics
- 统计学
- 统计
- 概率论与数理统计
- Statistics
- math
This book introduces students to probability, statistics, and stochastic processes. It can be used by both students and practitioners in engineering, various sciences, finance, and other related fields. It provides a clear and intuitive approach to these topics while maintaining mathematical accuracy.
The book covers:
- Basic concepts such as random experiments, probability axioms, conditional probability, and counting methods
- Single and multiple random variables (discrete, continuous, and mixed), as well as moment-generating functions, characteristic functions, random vectors, and inequalities
- Limit theorems and convergence
- Introduction to Bayesian and classical statistics
- Random processes including processing of random signals, Poisson processes, discrete-time and continuous-time Markov chains, and Brownian motion
- Simulation using MATLAB and R (online chapters)
The book contains a large number of solved exercises. The dependency between different sections of this book has been kept to a minimum in order to provide maximum flexibility to instructors and to make the book easy to read for students. Examples of applications—such as engineering, finance, everyday life, etc.—are included to aid in motivating the subject. The digital version of the book, as well as additional materials such as videos, is available at www.probabilitycourse.com.
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这老师什么人啊
评分这老师什么人啊
评分统计部分没看，但概率部分写的好好，很重intuition的一本书，果然还是得先理解啊，之前的概率学得跟积分练习课一样????
评分这老师什么人啊
评分这老师什么人啊
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