图 书 馆
贝叶斯统计Bayesian statistics |
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| 课程网址: | https://www.open.edu/openlearn/science-maths-technology/bayesian-... |
| 主讲教师: | 信息不详。欢迎您在右侧留言补充。 |
| 开课单位: | 信息不详。欢迎您在右侧留言补充。 |
| 开课时间: | 2017-12-19 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | This free course is an introduction to Bayesian statistics. Section 1 discusses several ways of estimating probabilities. Section 2 reviews ideas of conditional probabilities and introduces Bayes’ theorem and its use in updating beliefs about a proposition, when data are observed, or information becomes available. Section 3 introduces the main ideas of the Bayesian inference process. The prior distribution summarises beliefs about the value of a parameter before data are observed. The likelihood function summarises information about a parameter contained in observed data and the posterior distribution represents what is known about a parameter after the data have been observed. |
| 关 键 词: | 估计概率; 贝叶斯统计; 贝叶斯推理 |
| 课程来源: | 英国开放大学 |
| 数据采集: | 2024-10-17：zsp |
| 最后编审: | 2024-10-17：zsp |
| 阅读次数: | 13 |