icsw: 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.

Author
Peter M. Aronow <peter.aronow@yale.edu>, Dean Eckles <icsw@deaneckles.com> and Kyle Peyton <kyle.peyton@yale.edu>
Date of publication
2015-07-08 00:38:45
Maintainer
Kyle Peyton <kyle.peyton@yale.edu>
License
MIT + file LICENSE
Version
0.9

View on CRAN

Man pages

clip.small.probs
Replace probabilities below threshold with threshold value
compliance.score
Estimate compliance scores using covariates.
FoxDebate
The effects of watching a Fox debate on Proposition 209.
icsw-package
Inverse compliance score weighting
icsw.tsls
Two-stage least squares with inverse complier score weighting
tsls.wfit
Fit instrumental variables model via two-stage least squares,...

Files in this package

icsw
icsw/NAMESPACE
icsw/data
icsw/data/FoxDebate.rda
icsw/R
icsw/R/clip.small.probs.R
icsw/R/icsw.tsls.R
icsw/R/compliance.score.R
icsw/R/icsw.tsls.fit.R
icsw/R/tsls.wfit.R
icsw/README.md
icsw/MD5
icsw/DESCRIPTION
icsw/man
icsw/man/FoxDebate.Rd
icsw/man/tsls.wfit.Rd
icsw/man/icsw.tsls.Rd
icsw/man/clip.small.probs.Rd
icsw/man/compliance.score.Rd
icsw/man/icsw-package.Rd
icsw/LICENSE