图 书 馆
高维统计High-Dimensional Statistics |
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| 课程网址: | https://ocw.mit.edu/courses/18-s997-high-dimensional-statistics-s... |
| 主讲教师: | Prof. Philippe Rigollet |
| 开课单位: | 麻省理工学院 |
| 开课时间: | 2015-01-01 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | This course offers an introduction to the finite sample analysis of high- dimensional statistical methods. The goal is to present various proof techniques for state-of-the-art methods in regression, matrix estimation and principal component analysis (PCA) as well as optimality guarantees. The course ends with research questions that are currently open. |
| 关 键 词: | 高维统计; 有限样本分析; 矩阵估计 |
| 课程来源: | 麻省理工学院公开课 |
| 数据采集: | 2024-02-07：chenjy |
| 最后编审: | 2024-02-07：chenjy |
| 阅读次数: | 5 |