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:Paperback ISBN:9781098140250 豆瓣评分 评价人数不足 评价: 写笔记...
例如在DiDi Food场景中，基于CATE将用户划分为四类群体，构建群体画像，确定出补贴敏感用户作为干预执行群...
matheusfacure/python-causality-handbookPublic Sponsor NotificationsYou must be signed in to change notification settings Fork465 Star2.7k master 8Branches 1Tags Code README MIT license Causal Inference for The Brave and True A light-hearted yet rigorous approach to learning impact estimation and sensiti...
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 - pb-max/CausalInferenceIntro
Causal Inference in Python by Matheus Facure Buy on Amazon Buy on ebooks.com Part III. Effect Heterogeneity and Personalization Get Causal Inference in Python now with the O’Reilly learning platform. O’Reilly members experience books, live events, courses curated by job role, and more from O...
Causal Inference for The Brave and Truematheusfacure.github.io/python-causality-handbook/landing-page.html 1 S-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。 下面使用非随机数据来训练并用随机数据进行验证。
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 ...
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 to Design and Analysis ...
因此硬要说特例，也可以把因果推断（causal inference）看做是回归的特例。但并不是一个平凡的特例。一...
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 ...