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DataForScience's
repositories
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dags
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data
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1.2 - Simpsons Paradox.ipynb
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1.3 - Probability and Statistics.ipynb
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1.4 - Graphs.ipynb
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1.5 - Structural Causal Models.ipynb
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2.2 - Chains and Forks.ipynb
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2.3 - Colliders.ipynb
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2.4 - d-separation.ipynb
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2.5 - Model Testing and Causal Search.ipynb
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3.1 - Interventions.ipynb
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3.2 - The Adjustment Formula.ipynb
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3.3 - Backdoor Criterion.ipynb
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3.4 - Front-Door Criterion.ipynb
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3.5 - Conditional Interventions and Covariate-Specific Effects.ipynb
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3.6 - Inverse Probability Weighing.ipynb
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3.7 - Mediation.ipynb
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.gitignore
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CausalModel.py
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LICENSE
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README.md
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d4sci.mplstyle
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environment.yml
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