Sheldon Wu:因果推理-Causal inference in statistics: a primer读书笔记-Chap2 Sheldon Wu:因果推理-Causal inference in statistics: a primer读书笔记-Chap3 Sheldon Wu:因果推理-Causal inference in statistics: a primer读书笔记-Chap4 Chap1:序言:统计和因果模型 -Preliminaries: Statistical and Causal Models 1...
下面是SCM(Structured Causal Models),个人认为从时间维度上理解因果性是非常方便且易懂的(书上只讲先验知识下的因果性,有点难理解)。 参考资料: [1] Pearl, J., Glymour, M., Jewell, N.P., 2016. Causal inference in statistics: a primer. Wiley, Chichester, West Sussex.编辑...
An overview ∗†‡Judea PearlComputer Science DepartmentUniversity of California, Los Angeles, CA 90095 USAe-mail: judea@cs.ucla.eduAbstract: This reviewpresents empiricalresearcherswith recent advancesin causal inference, and stresses the paradigmatic shifts that must be un-dertakenin moving from...
Causal Inference in Statistics 作者:Judea Pearl 出版社:Wiley 副标题:A Primer 出版年:2016-2-19 页数:156 定价:GBP 27.99 装帧:Paperback ISBN:9781119186847 豆瓣评分 9.3 69人评价 5星 63.8% 4星 29.0% 3星 7.2% 2星 0.0% 1星 0.0% 评价:
Causal inference in statistics: An overview This review presents empirical researchers with recent advances in causal inference, and stresses the paradigmatic shifts that must be undertaken in moving... Pearl,Judea - 《Statistics Surveys》 被引量: 1029发表: 2009年 Causal inference in statistics. An...
> Causal Inference in Statistics, Social, and Biomedical Sciences 作者: Guido W. Imbens, Donald B. Rubin 副标题: An Introduction isbn: 0521885884 书名: Causal Inference in Statistics, Social, and Biomedical Sciences 页数: 592 定价: USD 60.00 出版社: Cambridge University Press 出版年: 2015-3...
Causal Inference in Statistics, Social, and Biomedical Sciences豆瓣评分:8.9 简介:Most questions in social and biomedical sciences are causal in nature: what would happen to individuals, or to groups, if part of their environment were changed? In this g
Causal Inference in Statistics fills that gap. Using simple examples and plain language, the book lays out how to define causal parameters; the assumptions necessary to estimate causal parameters in a variety of situations; how to express those assumptions mathematically; whether those assumptions have...
1、Causal Inference in Statistics, Social, and Biomedical Sciences : An Introduction 2、大侦探经济学 : 现代经济学中因果推断革命 3、基本有用的计量经济学 4、因果推断实用计量方法 5、为什么 : 关于因果关系的新科学[美]朱迪亚·珀尔(Judea Pearl)、[美]达纳·麦肯齐(Dana Mackenzie) / 江生、于华 / ...
Pearl 2007 The Mathematics of Causal Inference in Statistics (article, good) 星级: 8 页 causal inference in statistics 星级: 51 页 causal inference in statistics an overview:统计中的因果推论 星级: 53 页 Statistics and causal inference A review 星级: 65 页 the statistics of causal inf...