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
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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 ...
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 ...
https://github.com/matheusfacure/python-causality-handbook Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and sensitivity analysis. 勇敢和真实的因果推理。轻松而严谨的方法来学习影响评估和敏感性分析。 Causal Inference for the Brave and...
Book Description Causal methods present unique challenges compared to traditional machine learning and statistics.Learningcausality can be challenging, but it offers distinct advantages that elude a purely statistical mindset. Causal Inference and Discovery in Python helps you unlock the potential of causalit...
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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...