Sheldon Wu:因果推理-Causal inference in statistics: a primer读书笔记-Chap4 Chap3:干预的神奇魔力 - The Effects of Interventions 通过干预,我们可以动态的控制一些本不该出现的,使我们迷惑的变量影响,更便捷的找到目标变量的之间的因果关系。 1. 干预(intervention)和固定(conditioning on)的区别 分两个方面来...
Sheldon Wu:因果推理-Causal inference in statistics: a primer读书笔记-Chap3 Chap4:反事实及其应用 - Counterfactuals and Their Applications 1. 反事实 - Counterfactual 反事实,是一种基于已经发生的事情对未发生事情的假设,是在平行宇宙中进入一条时间线后对另一条时间线上所发生事情的遐想。这有一个很形象的例...
反事实 - Counterfactuals 反事实推理是一种基于已发生事件假设未发生事件的过程。例如，假设在一次考试中，面对两个选项C和D的抉择，最终选择了C，但事后发现C是错误的答案。这时，可能会产生一个“如果当时选择D会怎么样”的疑问，这就是反事实推理的核心：通过已知事实，推测可能的未发生结果。反事实表示...
3 (2009) 96–146ISSN: 1935-7516DOI: 10.1214/09-SS057Causal inference in statistics:An overview ∗†‡Judea PearlComputer Science DepartmentUniversity of California, Los Angeles, CA 90095 USAe-mail: judea@cs.ucla.eduAbstract: This reviewpresents empiricalresearcherswith recent advancesin causal...
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, 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: A Primer, by Judea Pearl, Madelyn Glymour, & Nicholas P. Jewell: Chichester, UK: Wiley, 2016, 160 pp., $45.00 (paperback); $36.99 (e-book) Causal inference plays a central role in behavioral science. Historically, behavioral science methodologies have typically...
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...
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...