图 书 馆
分布之间的非参数测试Nonparametric Tests between Distributions |
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| 课程网址: | http://videolectures.net/mcslw04_smola_ntbd/ |
| 主讲教师: | Alexander J. Smola |
| 开课单位: | 亚马逊公司 |
| 开课时间: | 2007-02-25 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Reproducing Kernel Hilbert Spaces have been mainly used for estimation. Distributional tests in this area were mainly concerned with tests for independence of random variables. We give concentration of measure bounds for the latter using an easy to compute criterion between spaces of observations. In addition, we show that a similar criterion can be used easily for the purpose of testing the identity between two distributions. In both cases, we prove necessary and sufficient conditions for the tests. |
| 关 键 词: | 随机变量独立性; 估计; 再生核Hilbert空间 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-01-13：chenxin |
| 阅读次数: | 49 |