├── R ├── estimate_causal_effect.R └── generate_dataset.R ├── README.md ├── causal_inference_extended_tutorial.pptx ├── causal_inference_tutorial.pptx ├── causal_models └── causal_diagram_mlds_tutorial.gv ├── datasets ├── user_app_visits_A.csv └── user_app_visits_B.csv └── python ├── advanced_causal_model.png ├── advanced_example_with_refutation.ipynb ├── causal_model.png ├── confounder_example.py.ipynb ├── datasets.py ├── estimate_causal_effect.py ├── icecream-swimming.png ├── plotter.py └── simple_recommender_example.py.ipynb /R/estimate_causal_effect.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amit-sharma/causal-inference-tutorial/HEAD/R/estimate_causal_effect.R -------------------------------------------------------------------------------- /R/generate_dataset.R: -------------------------------------------------------------------------------- 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