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README.md

stabilizedinterference

The goal of stabilizedinterference is to estimate causal effects in the presence of interference, with “stabilized” IPTW estimators as introduced in Liu, Hudgens, and Becker-Dreps (2016) Biometrika.

These estimators estimate causal effects in the presence of partial or clustered interference, with estimates of the asymptotic variance from standard M-estimation theory.

IPW estimators are implemented in the function estimateEffects()

This package is in working order, but currently under development. Suggestions are welcome; thanks for your patience!

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Implements "stabilized" IPW estimators under interference from Liu et al. 2016 Biometrika https://doi.org/10.1093/biomet/asw047

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