wayfair / pylift

Uplift modeling package.
http://pylift.readthedocs.io
BSD 2-Clause "Simplified" License
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Added pylift example on the Lalonde dataset #14

Closed Minyus closed 5 years ago

Minyus commented 5 years ago

Added a pylift example (Jupyter notebook) on a famous real-world (non-simulation) dataset, Lalonde.

Lalonde dataset was used to evaluate propensity score in the paper:

Dehejia, R., & Wahba, S. (1999). Causal Effects in Nonexperimental Studies: Reevaluating the Evaluation of Training Programs. Journal of the American Statistical Association, 94(448), 1053-1062. doi:10.2307/2669919

Lalonde dataset can be retrieved from:

https://users.nber.org/~rdehejia/nswdata.html