Development documentation. The PyPI package predates these APIs. Install from GitHub instead: pip install 'increment @ git+https://github.com/kylejcaron/increment.git' Keep any extras requested by the guide, such as increment[dashboard].

Observational

This notebook compares a naive (confounded) estimate with an Observational + IPTW-adjusted estimate against known synthetic ground truth, so the bias and correction are visible in one run.

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