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Predictive_Analytics

Heterogenouse Treatment Effects with Causal Machine Learning Project for the Predictive Analytics Seminar at Humboldt Universitat zu Berlin SoSe 2020

Seminar paper: https://colab.research.google.com/drive/1W5F3gn-05zPBCSvwP4k8D7vM1tlTPK_O?usp=sharing

Notebooks' content:

EconML_CATE.ipynb :

  • DGP for CATE
  • Application of Metalearners in EconML

Uplift_Application.ipynb:

  • Exploratory Data Analysis
  • Application in CausalML
  • Application in Pylift
  • Application in DoWhy

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