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:
Chapter 1. Introduction to Causal Inference In this first chapter I’ll introduce you to a lot of the fundamental concepts of causal inference as well as its main challenges and … - Selection from Causal Inference in Python [Book]
Chapter 4. The Unreasonable Effectiveness of Linear Regression In this chapter you’ll add the first major debiasing technique in your causal inference arsenal: linear regression or ordinary least squares (OLS) … - Selection from Causal Inference in Py
python虽然与R一样都可以做数据分析,但是在计量方面较为薄弱,python更像是干脏活,清洗数据用的。现在慢慢的python也有一些在计量的包,比如causalinference,这个包可以做因果推断分析。 安装 数据导入 数据描述 x1,x2,x3 协变量(控制变量) y 因变量 istreatment 处置变量D,标注每条数据隶属于treatment或control组。
Discover modern causal inference techniques for average and heterogenous treatment effect estimation Explore and leverage traditional and modern causal discovery methods Book Description Causal methods present unique challenges compared to traditional machine... ...
https://github.com/matheusfacure/causal-inference-in-python-code/blob/main/causal-inference-in-python/ Causal Inference and Discovery in P 评价人数不足 Aleksander Molak / 2023 / Packt Publishing https://github.com/PacktPublishing/Causal-Inference-and-Discovery-in-Python/blob/main/Chapter_01.ipynb...
Step by step, we introduce the Python causal ecosystem and harness the power of cutting-edge algorithms. In the last part of the book, we sneak into the secret world of causal discovery. We explore the mechanics of how causes leave traces and compare the main families of causal discovery ...
Causal Inference in Python: Applying Causal Inference in the(印刷版) 作者:其他出版社:jian详情出版时间:2024年06月 手机专享价 ¥ 当当价降价通知 ¥108.00 定价 ¥108.00 配送至 陕西西安市 至北京市东城区 服务 由“轩朗图书专营店”发货,并提供售后服务。
Causal Inference: What If Author: Miguel Hernan (Harvard University) Year: 2020 图片 Causal Inference in Python Author: Matheus Facure Year: 2023 图片 Causal Analysis Author: Martin Huber (University of Fribourg) Year: 2023 图片 Causal Inference and Discovery in Python ...
因果推断书籍which causal inference book you should read 会飞的鲲 因果推理 Causal Inference 锦恢发表于数据挖掘那... 因果推断边学习边分享(一) 前段时间被导师安利了Judy Pearl的书《The Book of Why》,开始关注因果推断这个领域。分享下自己对因果推断相关方法的学习,不准确之处还请大佬们批评指正。 目录背...