ri: ri: R package for performing randomization-based inference for experiments

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This package provides a set of tools for conducting exact or approximate randomization-based inference for experiments of arbitrary design. The primary functionality of the package is in the generation, manipulation and use of permutation matrices implied by given experimental designs. Among other features, the package facilitates estimation of average treatment effects, constant effects variance estimation, randomization inference for significance testing against sharp null hypotheses and visualization of data and results.

Author
Peter M. Aronow <peter.aronow@yale.edu> and Cyrus Samii <cds2083@nyu.edu>
Date of publication
2012-05-15 06:44:09
Maintainer
Cyrus Samii <cds2083@nyu.edu>
License
GPL (>= 2)
Version
0.9

View on CRAN

Man pages

dispdist
Estimated ATE distribution display, summary and significance...
estate
Estimation of average treatment effects
estlate
Estimation of local average treatment effects under...
gendist
Generates randomization distribution of estimated ATEs
genouts
Generates hypothesized potential outcomes under a constant...
genperms
Generates a permutation matrix for blocked, clustered (or...
genperms.custom
Generates an approximate permutation matrix for an...
genprob
Estimates probabilities of treatment assignment
genprobexact
Production of exact probabilities of treatment assignment for...
invert.ci
Confidence intervals through test inversion
omni.ate
Omnibus function for estimation and testing
resresplot
Produces residual-residual (added-variable) plot
ri-internal
Internal function
ri-package
ri: R package for performing randomization-based inference...

Files in this package

ri
ri/MD5
ri/R
ri/R/resresplot.R
ri/R/randfun.default.R
ri/R/omni.ate.R
ri/R/invert.ci.R
ri/R/genprobexact.R
ri/R/genprob.R
ri/R/genperms.R
ri/R/genperms.custom.R
ri/R/genouts.R
ri/R/gendist.R
ri/R/estlate.R
ri/R/estate.R
ri/R/dispdist.R
ri/R/desmat.sanitize.R
ri/NAMESPACE
ri/man
ri/man/ri-package.Rd
ri/man/ri-internal.Rd
ri/man/resresplot.Rd
ri/man/omni.ate.Rd
ri/man/invert.ci.Rd
ri/man/genprobexact.Rd
ri/man/genprob.Rd
ri/man/genperms.Rd
ri/man/genperms.custom.Rd
ri/man/genouts.Rd
ri/man/gendist.Rd
ri/man/estlate.Rd
ri/man/estate.Rd
ri/man/dispdist.Rd
ri/DESCRIPTION