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.


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.


1.0.0 by Kyle Peyton, 8 months ago

Browse source code at

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