Inverse Compliance Score Weighting

Provides the necessary tools to estimate average treatment effects with an instrumental variable by re-weighting observations using a model of compliance.


This software provides R functions for estimating compliance scores and using these to adjust instrumental variables estimates using inverse compliance-score weighting.

This implements the method in Peter M. Aronow and Allison Carnegie. (2013). Beyond LATE: Estimation of the average treatment effect with an instrumental variable. Political Analysis. 21 (4): 492-506.

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Reference manual

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install.packages("icsw")

1.0.0 by Kyle Peyton, 3 months ago


Browse source code at https://github.com/cran/icsw


Authors: Peter M. Aronow <[email protected]>, Dean Eckles <[email protected]> and Kyle Peyton <[email protected]>


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports stats

Suggests rgenoud, minqa


See at CRAN