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
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...
Matheus Facure; Michell Germano Python-causality-handbook: First Edition
[13 - 双重差分方法](https://matheusfacure.github.io/python-causality-handbook/13-Difference-in-Differences.html) 14 - 面板数据和固定效应回归 15 -合成控制 16-断点回归设计 PART II - THE YIN 17 - 预测模型 101 18 - 异质性处理效应和个性化 19 - 评估因果模型 [20 - 即插即用估计值 21 - 元...
https://matheusfacure.github.io/python-causality-handbook/landing-page.htmlmatheusfacure.github.io...
Python Causality Handbook dowhy - Estimate causal effects. CausalImpact - Causal Impact Analysis (R package). causallib - Modular causal inference analysis and model evaluations by IBM, examples. causalml - Causal inference by Uber. upliftml - Causal inference by Booking.com. causality - Causal ...
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specifically: Granger causality, Omega complexity, the S-Estimator, and partial coherence. The scientific analysis package Scipy (Virtanen et al.,2020) contains digital signal processing methods such as spectral coherence, which can be used to quantify synchronization, although these are limited to ...
[13 - 双重差分方法](https://matheusfacure./python-causality-handbook/13-Difference-in-Differences.html) 14 - 面板数据和固定效应回归 15 -合成控制 16-断点回归设计 PART II - THE YIN 17 - 预测模型 101 18 - 异质性处理效应和个性化 19 - 评估因果模型 [20 - 即插即用估计值 21 - 元Meta学习...
Python Causality Handbook dowhy - Estimate causal effects. CausalImpact - Causal Impact Analysis (R package). causallib - Modular causal inference analysis and model evaluations by IBM, examples. causalml - Causal inference by Uber. upliftml - Causal inference by Booking.com. EconML - Heterogeneous...