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: An Introduction Causal Inference in Statistics: An IntroductionThe Pennsylvania State University CiteSeerX ArchivesJudea PearlPearl, J. (2009). Causal inference in statistics: An overview. Statistics Survey, 3, 96-146. doi:10.1214/09-SS057... J Pearl 被引量: 6发...
Pearl, J. Causal inference in statistics: an overview. Stat. Surv. 3, 96–146 (2009). Google Scholar Runge, J. et al. Inferring causation from time series in earth system sciences. Nat. Commun. 10, 1–13 (2019). Google Scholar Diaz, E., Adsuara, J., Moreno-Martinez, A., Pil...
2009. "Causal Inference in Statistics: An Overview." Statistics Surveys 3 (0): 96-146.Pearl, J. (2009a). Causal inference in statistics: An overview. Statistics Surveys 3 96-146.Pearl, J. et al. (2009). Causal inference in statistics: An overview. Statistics Surveys, 3:96-...
Statistics Surveys Vol. 3 (2009) 96–146 ISSN: 1935-7516 DOI:-SS057 Causal inference in statistics: An overview ??? Judea puter Science Department University of California, Los Angeles, CA 90095 USA e-mail:***@ Abstract:This reviewpresents empirical r
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.辛普森悖论- Simpson’s Paradox 主要介绍了几个小例子,说明很多时候只通过统计数据并不能合理的影响决策。例如以下两组分类数据(separated data)和总计数据(co...
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...
《CAUSAL INFERENCE IN STATISTICS: A PRIMER》 Charlotte 看这本书很大的一点收获是:我弄清楚了线性假设下的“回归模型”和“结构方程模型”的差别。 鉴于我曾经在这个问题上被导师问得哑口无言,看完这本书终于弄清楚这个问题后的我表示十分感恩! 传统统计中的线性回归模型和因果推断中的线性结构方程模型虽然形式看...
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
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...