nonrandom: Stratification and matching by the propensity score

This package offers a comprehensive data analysis if stratification and matching by the propensity score is done. Several functions are implemented, starting from the selection of the propensity score model up to estimating propensity score based treatment or exposure effects. All functions can be applied separately as well as combined.

AuthorSusanne Stampf [cre, aut]
Date of publication2014-04-05 08:06:21
MaintainerSusanne Stampf <susanne.stampf@usb.ch>
LicenseGPL
Version1.42

View on CRAN

Functions

dist.plot Man page
nonrandom Man page
nonrandom-package Man page
plot.pscore Man page
plot.stdf Man page
pride Man page
print.bal.data.frame Man page
print.bal.matched.data.frame Man page
print.bal.matched.pscore Man page
print.bal.stratified.data.frame Man page
print.bal.stratified.pscore Man page
print.est.data.frame Man page
print.est.matched.data.frame Man page
print.est.matched.pscore Man page
print.est.stratified.data.frame Man page
print.est.stratified.pscore Man page
print.matched.data.frame Man page
print.matched.data.frames Man page
print.matched.pscore Man page
print.pscore Man page
print.relative.effect Man page
print.stratified.data.frame Man page
print.stratified.pscore Man page
print.summary.bal.data.frame Man page
print.summary.bal.matched.data.frame Man page
print.summary.bal.matched.pscore Man page
print.summary.bal.stratified.data.frame Man page
print.summary.bal.stratified.pscore Man page
print.summary.est.data.frame Man page
print.summary.est.matched.data.frame Man page
print.summary.est.matched.pscore Man page
print.summary.est.stratified.data.frame Man page
print.summary.est.stratified.pscore Man page
print.summary.matched.data.frame Man page
print.summary.matched.data.frames Man page
print.summary.matched.pscore Man page
print.summary.pscore Man page
print.summary.relative.effect Man page
print.summary.stratified.data.frame Man page
print.summary.stratified.pscore Man page
ps.balance Man page
pscore Man page
ps.estimate Man page
ps.makestrata Man page
ps.match Man page
relative.effect Man page
stu1 Man page
summary.bal.data.frame Man page
summary.bal.matched.data.frame Man page
summary.bal.matched.pscore Man page
summary.bal.stratified.data.frame Man page
summary.bal.stratified.pscore Man page
summary.est.data.frame Man page
summary.est.matched.data.frame Man page
summary.est.matched.pscore Man page
summary.est.stratified.data.frame Man page
summary.est.stratified.pscore Man page
summary.matched.data.frame Man page
summary.matched.data.frames Man page
summary.matched.pscore Man page
summary.pscore Man page
summary.relative.effect Man page
summary.stratified.data.frame Man page
summary.stratified.pscore Man page

Files

nonrandom
nonrandom/inst
nonrandom/inst/doc
nonrandom/inst/doc/nonrandom.Snw
nonrandom/inst/doc/nonrandom.pdf
nonrandom/NAMESPACE
nonrandom/NEWS
nonrandom/data
nonrandom/data/pride.RData
nonrandom/data/stu1.RData
nonrandom/R
nonrandom/R/print.matched.pscore.R nonrandom/R/find.factors.R nonrandom/R/summary.stratified.data.frame.R nonrandom/R/print.summary.stratified.pscore.R nonrandom/R/print.summary.matched.data.frames.R nonrandom/R/find.resp.R nonrandom/R/print.bal.matched.data.frame.R nonrandom/R/print.summary.matched.data.frame.R nonrandom/R/summary.bal.stratified.pscore.R nonrandom/R/summary.matched.data.frames.R nonrandom/R/print.matched.data.frames.R nonrandom/R/ps.estimate.gauss.R nonrandom/R/ps.balance.classical.R nonrandom/R/dist.plot.stratified.data.frame.R nonrandom/R/print.bal.stratified.pscore.R nonrandom/R/ps.match.pscore.R nonrandom/R/print.est.matched.data.frame.R nonrandom/R/print.summary.est.matched.data.frame.R nonrandom/R/ps.estimate.data.frame.R nonrandom/R/dist.plot.hist.R nonrandom/R/ps.balance.matched.data.frame.R nonrandom/R/print.bal.stratified.data.frame.R nonrandom/R/print.summary.stratified.data.frame.R nonrandom/R/print.summary.relative.effect.R nonrandom/R/dist.plot.bars.R nonrandom/R/plot.stdf.R nonrandom/R/print.summary.bal.matched.data.frame.R nonrandom/R/find.strata.R nonrandom/R/dist.plot.hist.plot.R nonrandom/R/summary.bal.matched.data.frame.R nonrandom/R/summary.bal.matched.pscore.R nonrandom/R/summary.est.matched.data.frame.R nonrandom/R/print.summary.bal.matched.pscore.R nonrandom/R/print.est.data.frame.R nonrandom/R/print.summary.bal.stratified.data.frame.R nonrandom/R/dist.plot.pscore.R nonrandom/R/print.bal.matched.pscore.R nonrandom/R/plot.pscore.R nonrandom/R/summary.matched.pscore.R nonrandom/R/ps.makestrata.data.frame.R nonrandom/R/dist.plot.matched.pscore.R nonrandom/R/ps.makestrata.R nonrandom/R/ps.match.R nonrandom/R/summary.est.stratified.pscore.R nonrandom/R/ps.estimate.bin.R nonrandom/R/print.summary.bal.data.frame.R nonrandom/R/print.summary.est.stratified.pscore.R nonrandom/R/dist.plot.stratified.pscore.R nonrandom/R/summary.est.matched.pscore.R nonrandom/R/print.stratified.data.frame.R nonrandom/R/ps.balance.matched.pscore.R nonrandom/R/print.summary.bal.stratified.pscore.R nonrandom/R/ps.estimate.R nonrandom/R/ps.estimate.regr.R nonrandom/R/dist.plot.matched.data.frames.R nonrandom/R/pscore.R nonrandom/R/print.summary.matched.pscore.R nonrandom/R/dist.plot.matched.data.frame.R nonrandom/R/find.treat.match.R nonrandom/R/print.est.matched.pscore.R nonrandom/R/print.summary.est.matched.pscore.R nonrandom/R/dist.plot.bar.plot.R nonrandom/R/relative.effect.R nonrandom/R/dist.plot.R nonrandom/R/print.matched.data.frame.R nonrandom/R/ps.match.data.frame.R nonrandom/R/ps.estimate.matched.data.frame.R nonrandom/R/ps.makestrata.pscore.R nonrandom/R/ps.balance.stand.diff.OLD.R nonrandom/R/summary.relative.effect.R nonrandom/R/summary.bal.data.frame.R nonrandom/R/summary.matched.data.frame.R nonrandom/R/find.sel.R nonrandom/R/summary.pscore.R nonrandom/R/summary.est.stratified.data.frame.R nonrandom/R/find.balance.method.R nonrandom/R/ps.balance.R nonrandom/R/ps.estimate.matched.pscore.R nonrandom/R/print.bal.data.frame.R nonrandom/R/ps.balance.stratified.pscore.R nonrandom/R/print.summary.est.data.frame.R nonrandom/R/ps.estimate.stratified.pscore.R nonrandom/R/ps.balance.data.frame.R nonrandom/R/print.stratified.pscore.R nonrandom/R/ps.estimate.matched.data.frames.R nonrandom/R/find.treat.R nonrandom/R/ps.balance.stand.diff.R nonrandom/R/print.est.stratified.pscore.R nonrandom/R/summary.stratified.pscore.R nonrandom/R/ps.matchcaliper.R nonrandom/R/ps.balance.stratified.data.frame.R nonrandom/R/summary.est.data.frame.R nonrandom/R/dist.plot.data.frame.R nonrandom/R/print.pscore.R nonrandom/R/summary.bal.stratified.data.frame.R nonrandom/R/print.est.stratified.data.frame.R nonrandom/R/print.relative.effect.R nonrandom/R/print.summary.est.stratified.data.frame.R nonrandom/R/ps.balance.matched.data.frames.R nonrandom/R/print.summary.pscore.R nonrandom/R/ps.estimate.stratified.data.frame.R
nonrandom/vignettes
nonrandom/vignettes/nonrandom.Snw
nonrandom/vignettes/stu1-plot1.pdf
nonrandom/vignettes/bib.bib
nonrandom/vignettes/stu1-plot2.pdf
nonrandom/vignettes/stu1-plotstdf.pdf
nonrandom/vignettes/pride-plot2.pdf
nonrandom/vignettes/nonrandom_old.pdf
nonrandom/vignettes/pride-plot1.pdf
nonrandom/vignettes/pride-plotstdf.pdf
nonrandom/vignettes/pride-psplot.pdf
nonrandom/MD5
nonrandom/build
nonrandom/build/vignette.rds
nonrandom/DESCRIPTION
nonrandom/man
nonrandom/man/plot.pscore.Rd nonrandom/man/pride.Rd nonrandom/man/ps.match.Rd nonrandom/man/dist.plot.Rd nonrandom/man/ps.makestrata.Rd nonrandom/man/ps.balance.Rd nonrandom/man/plot.stdf.Rd nonrandom/man/ps.estimate.Rd nonrandom/man/stu1.Rd nonrandom/man/relative.effect.Rd nonrandom/man/summary.relative.effect.Rd nonrandom/man/print.relative.effect.Rd nonrandom/man/nonrandom-package.Rd nonrandom/man/pscore.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.