nonrandom: Stratification and matching by the propensity score

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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.

Author
Susanne Stampf [cre, aut]
Date of publication
2014-04-05 08:06:21
Maintainer
Susanne Stampf <susanne.stampf@usb.ch>
License
GPL
Version
1.42

View on CRAN

Man pages

dist.plot
Graphical balance check for covariate distributions in...
nonrandom-package
A tool for a comprehensive data analysis from observational...
plot.pscore
Graphical check for propensity score distributions in...
plot.stdf
Graphical check for standardized differences of covariates
pride
Data example pride
print.relative.effect
Print function
ps.balance
Statistical tests and standardized differences for balance...
pscore
Propensity score estimation
ps.estimate
Estimation of propensity score based treatment effects
ps.makestrata
Propensity score stratification
ps.match
Propensity score matching
relative.effect
Relative effects of covariates
stu1
Data example stu1
summary.relative.effect
Summary function

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