图 书 馆
近似贝叶斯计算（ABC）：进展和问题Approximate Bayesian computation (ABC): advances and questions |
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| 课程网址: | http://videolectures.net/isba2012_robert_bayesian_computation/ |
| 主讲教师: | Christian P. Robert, Peter Mueller |
| 开课单位: | 巴黎多芬大学 |
| 开课时间: | 2012-08-22 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | The lack of closed formlikelihoods has been the bane of Bayesian computation for many years and, prior to the introduction of MCMC methods, a strong impediment to the propagation of the Bayesian paradigm. We are now facing models where an MCMC completion of the model towards closed-formlikelihoods seems unachievable and where a further degree of approximation appears unavoidable. In this tutorial, I will present the motivation for approximative Bayesian computation (ABC) methods, the various implementations found in the current literature, as well as the inferential, rather than computational, challenges set by these methods. |
| 关 键 词: | 贝叶斯计算; 封闭形式; 贝叶斯范式 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-07-31：yumf |
| 阅读次数: | 303 |