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zEpid reviews and mentions
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[D] What is Causal Machine Learning?
1) Using ML methods to model various parts of a causal specification (eg, estimating a propensity score with a ML model). A couple places this has been popular are TMLE (explainer: https://www.khstats.com/blog/tmle/tutorial-pt2/, code: https://github.com/pzivich/zEpid) and double ML (explainer/code: https://docs.doubleml.org/stable/index.html). This review, by Susan Athey and Guido Imbens (https://arxiv.org/abs/1903.10075), discusses other applications of ML in this setting.
Stats
pzivich/zEpid is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of zEpid is Python.
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