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工程概率与统计学1.151 Probability and Statistics in Engineering |
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| 课程网址: | http://ocw.mit.edu/courses/civil-and-environmental-engineering/1-... |
| 主讲教师: | Prof. Daniele Veneziano |
| 开课单位: | 麻省理工学院 |
| 开课时间: | 2005-01-01 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | This class covers quantitative analysis of uncertainty and risk for engineering applications. Fundamentals of probability, random processes, statistics, and decision analysis are covered, along with random variables and vectors, uncertainty propagation, conditional distributions, and second-moment analysis. System reliability is introduced. Other topics covered include Bayesian analysis and risk-based decision, estimation of distribution parameters, hypothesis testing, simple and multiple linear regressions, and Poisson and Markov processes. There is an emphasis placed on real-world applications to engineering problems. |
| 关 键 词: | 概率统计; 随机变量; 条件分布; 二阶矩分析; 定量分析 |
| 课程来源: | 麻省理工学院公开课 |
| 最后编审: | 2024-06-02：chenjy |
| 阅读次数: | 58 |