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

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Files in this package

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.

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