Introduction to Probability and Statistics for Engineers and Scientists(中文版)
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15
Simulation, bootstrap statistical methods, and permutation tests
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译者序
序言
1
统计学简介
2
描述统计
3
概率论基础
4
随机变量和期望
5
特殊的随机变量
6
抽样分布
7
参数估计
8
假设检验
9
回归
10
方差分析
11
拟合优度检验和分类数据分析
12
非参数假设检验
13
Quality control
14
Life testing
15
Simulation, bootstrap statistical methods, and permutation tests
16
Machine learning and big data
17
测试脚本
References
附录
A
表格
目录
15.1
Introduction
15.2
Random numbers
15.3
The bootstrap method
15.4
Permutation tests
15.5
Generating discrete random variables
15.6
Generating continuous random variables
15.7
Determining the number of simulation runs in a Monte Carlo study
Problems
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反馈问题
15
Simulation, bootstrap statistical methods, and permutation tests
15.1
Introduction
15.2
Random numbers
15.3
The bootstrap method
15.4
Permutation tests
15.5
Generating discrete random variables
15.6
Generating continuous random variables
15.7
Determining the number of simulation runs in a Monte Carlo study
Problems
14
Life testing
16
Machine learning and big data