Stochastic Simulation pdf epub mobi txt 电子书 下载 2025
- Stochastic
- Springer
- Simulation
- Analysis
- Algorithms
- textbook統計
- and
- @網
- 随机模拟
- 蒙特卡洛方法
- 概率论
- 统计推断
- 数值方法
- 计算机模拟
- 排队论
- 风险分析
- 优化
- 随机过程
具体描述
Sampling-based computational methods have become a fundamental part of the numerical toolset of practitioners and researchers across an enormous number of different applied domains and academic disciplines. This book provides a broad treatment of such sampling-based methods, as well as accompanying mathematical analysis of the convergence properties of the methods discussed. The reach of the ideas is illustrated by discussing a wide range of applications and the models that have found wide usage. The first half of the book focuses on general methods; the second half discusses model-specific algorithms. Exercises and illustrations are included.
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