图 书 馆
大脑与认知科学统计学Statistics For Brain And Cognitive Science |
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| 课程网址: | https://ocw.mit.edu/courses/9-07-statistics-for-brain-and-cogniti... |
| 主讲教师: | Emery N Brown |
| 开课单位: | 麻省理工学院 |
| 开课时间: | 2016-01-01 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Provides students with the basic tools for analyzing experimental data, properly interpreting statistical reports in the literature, and reasoning under uncertain situations. Topics organized around three key theories: Probability, statistical, and the linear model. Probability theory covers axioms of probability, discrete and continuous probability models, law of large numbers, and the Central Limit Theorem. Statistical theory covers estimation, likelihood theory, Bayesian methods, bootstrap and other Monte Carlo methods, as well as hypothesis testing, confidence intervals, elementary design of experiments principles and goodness-of-fit. The linear model theory covers the simple regression model and the analysis of variance. Places equal emphasis on theory, data analyses, and simulation studies. |
| 关 键 词: | 实验数据; 基本设计; 回归模型 |
| 课程来源: | 麻省理工学院公开课 |
| 数据采集: | 2023-10-08：chenjy |
| 最后编审: | 2023-10-08：chenjy |
| 阅读次数: | 18 |