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Counterfactual transportability (#197)
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Closes #123

> Counterfactual Transportability: A Formal Approach
J. Correa, S. Lee, E. Bareinboim.
ICML-22. In Proceedings of the 39th International Conference on Machine
Learning.
Columbia CausalAI Laboratory, Technical Report (R-82), May, 2022.
[[pdf](https://causalai.net/r82.pdf),
[bib](https://causalai.net/references/r82.bib)]

Demos:

-
https://github.com/y0-causal-inference/y0/blob/counterfactual-transportability/notebooks/Counterfactual_Transportability_Demo_Final.ipynb


Other references to save for later:

```
.. [huang08a] https://link.springer.com/article/10.1007/s10472-008-9101-x.
```

---------

Co-authored-by: richardcallahan@protonmail.com <richard.callahan@pnnl.gov>
Co-authored-by: Jeremy Zucker <Jeremy.Zucker@pnnl.gov>
Co-authored-by: hmhummel <haley.m.hummel@gmail.com>
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4 people authored Aug 19, 2024
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mutation
conditional_independence
identification
tian_id
transport
lvdags
struct
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Tian Identification
===================
.. automodule:: y0.algorithm.tian_id
:members:
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=========
.. automodule:: y0.algorithm.transport
:members:

Counterfactual Transport
========================
.. automodule:: y0.algorithm.counterfactual_transport
:members:
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