Causal Inference in Python 作者: Matheus Facure 出版社: O'Reilly Media, Inc.副标题: Applying Causal Inference in the Tech Industry出版年: 2023-11-30页数: 406定价: S$106.67装帧: PaperbackISBN: 9781098140250豆瓣评分 评价人数不足 评价:
If you want to see a step-by-step implementation of synthetic control with neatly presented math checkMatteo Courthoud’sblog postand/orMatheus Facure’schapteron synthetic control. If you want more applied research context check Scott Cunningham’s “Causal Inference — The Mixtape”. For the B...
https://gitee.com/econometric/causal_inference_python_code Causal Inference in Python Author: Matheus Facure Year: 2023 Causal Analysis Author: Martin Huber (University of Fribourg) Year: 2023 Causal Inference and Discovery in Python Author: Aleksander Molak Year: 2023 Quasi-Experimentation: A Guide ...
案例与代码来源:Causal Inference for The Brave and True[1],本文主要截取第二部分的内容。 Causal Inference for The Brave and Truematheusfacure.github.io/python-causality-handbook/landing-page.html 1S-Learner 元学习器是一种利用现成的机器学习预测方法来估计CATE问题的方法,同样地,它们每个都有一些弱点。
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality. - GitHub - matheusfacure/python-causality-handbook: Causal Inference for the Brave and True. A light-hearted yet rigorous a
因果推断(causal inference)中最主要用的estimand是ATE, average treatment effect in the population of ...
//mp.weixin.qq.com/s/WU1iILMFdH3RZAbJKFU4WA^https://matheusfacure.github.io/python-causality...
Causal Inference for the Brave and True的中文翻译版。全部代码基于Python,适用于计量经济学、量化社会学、策略评估等领域。英文版原作者:Matheus Facure - xieliaing/CausalInferenceIntro