图 书 馆
足够的协变量和线性倾向分析Sufficient covariates and linear propensity analysis |
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| 课程网址: | http://videolectures.net/aistats2010_guo_scalp/ |
| 主讲教师: | Hui Guo |
| 开课单位: | 剑桥大学 |
| 开课时间: | 2010-06-10 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Working within the decision-theoretic framework for causal inference, we study the properties of "sufficient covariates", which support causal inference from observational data, and possibilities for their reduction. In particular we illustrate the role of a propensity variable by means of a simple model, and explain why such a reduction typically does not increase (and may reduce) estimation efficiency. |
| 关 键 词: | 线性分析; 协变量; 效率 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-12-19：lxf |
| 阅读次数: | 32 |