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: PaperbackISBN: 9781119186847豆瓣评分 9.4 75人评价 5星 64.0% 4星 29.3% 3星 6.7% 2星 0.0% 1星 0.0% 评价: 写笔记 写书
B. Causal Inference in Statistics, Social, and Biomedical Sciences (Cambridge Univ. Press, 2015). Hernan, M. & Robins, J. Causal Inference: What If (Chapman & Hill/CRC, 2020). Bollen, K. A. Structural Equations with Latent Variables (Wiley, 1989). Google Scholar Bareinboim, E., ...
This article discusses causal inference in statistics. It describes the theoretical framework and notation needed to formally define causal effects and the assumptions required to identify them nonparametrically. This involves definition of potential outcomes that represent the potential value of the outcome...
来自专栏 · 因果推断causal inference 后门准则 经过上一节,可以得到结论:当试图确定一个变量对另一个变量的因果效应时,应该对该变量的所有父节点进行校正。但实际中存在特殊情况:可能直接的父节点是不可观测的(潜变量,隐变量),这时需要找到替代的变量进行校正。 后门准则:给定有向无环图(因果图)的一对有序变量...
Causal Inference In Statistics(I) 背景:因果推断领域里有三个大佬分别是Judea Pearl,Donald Rubin,James Robins. 其中Pearl是计算机科学家哲学家偏向计算机的描述语言,Rubin是统计学家,偏向计量经济的描述语言,Robins是流行病学家和生物统计学家,主要从流行病问题出发得到一套框架....
作者:Judea Pearl 出版社:Wiley 出版时间:2016-00-00 印刷时间:0000-00-00 页数:156 ISBN:9781119186847 ,购买Causal Inference in Statistics - A Primer 英文原版 统计中的因果推论-入门 统计学 统计学习 朱迪亚·珀尔 Judea Pearl 为什么:关于因果关系的新科学等
#读书 《Causal Inference for Statistics, Social, and Biomedical Sciences - An Introduction》,Guido W. Imbens / Donald B. Rubin,牛津大学出版社,2015. 本书的两位作者,Rubin是因果分析的巨擘,Imbens是当红炸子鸡,大多数人看到两位作者就应该对本书充满了期待。 全... (展开) ...
内容提示: Statistics SurveysVol. 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 empirical...
Causal Inference In Statistics: A Primer 英文原版 统计学因果推断:导论 Judea Pearl 基本信息 By (author) Judea Pearl , By (author) Madelyn Glymour , By (author) Nicholas P. Jewell Format Paperback | 156 pages Dimensions 173 x 243 x 10mm | 250g ...
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...