社会科学因果推断的理论基础
| 书 名： |
社会科学因果推断的理论基础 |
| 英 文 名： |
THEORETICAL FOUNDATION OF CAUSAL INFERENCE IN THE SOCIAL SCIENCES
|
| 作 者： |
胡安宁 著 |
| I S B N： |
978-7-5097-7677-3 |
| 关 键 词： |
社会科学 统计推断 研究 |
| 出版时间： |
2015年07月 |
中文摘要
不同变量之间的因果机制是社会科学不同学科共同关注的主题，但是从纷繁复杂的社会现象中抽离、确立一项或者多项因果关系往往带来方法论上的挑战。本书从反事实的因果推论框架出发，系统介绍了社会科学因果推论的基本原理。
读者从本书中可以了解到随机实验的基本逻辑、倾向值匹配技术的基本过程、多类别变量、中介分析和异质性效果分析中的统计模型、统计检定力和样本量估算以及个案研究中的因果分析方法。
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