nonrandom: Stratification and matching by the propensity score
Version 1.42

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.

Browse man pages Browse package API and functions Browse package files

AuthorSusanne Stampf [cre, aut]
Date of publication2014-04-05 08:06:21
MaintainerSusanne Stampf <susanne.stampf@usb.ch>
LicenseGPL
Version1.42
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("nonrandom")

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

Functions

balance.classical Source code
balance.stand.diff Source code Source code
dist.plot Man page Source code
dist.plot.bar.plot Source code
dist.plot.bars Source code
dist.plot.data.frame Source code
dist.plot.hist Source code
dist.plot.hist.plot Source code
dist.plot.matched.data.frame Source code
dist.plot.matched.data.frames Source code
dist.plot.matched.pscore Source code
dist.plot.pscore Source code
dist.plot.stratified.data.frame Source code
dist.plot.stratified.pscore Source code
find.balance.method Source code
find.factors Source code
find.resp Source code
find.sel Source code
find.strata Source code
find.treat Source code
find.treat.match Source code
nonrandom Man page
nonrandom-package Man page
plot.pscore Man page Source code
plot.stdf Man page Source code
pride Man page
print.bal.data.frame Man page Source code
print.bal.matched.data.frame Man page Source code
print.bal.matched.pscore Man page Source code
print.bal.stratified.data.frame Man page Source code
print.bal.stratified.pscore Man page Source code
print.est.data.frame Man page Source code
print.est.matched.data.frame Man page Source code
print.est.matched.pscore Man page Source code
print.est.stratified.data.frame Man page Source code
print.est.stratified.pscore Man page Source code
print.matched.data.frame Man page Source code
print.matched.data.frames Man page Source code
print.matched.pscore Man page Source code
print.pscore Man page Source code
print.relative.effect Man page Source code
print.stratified.data.frame Man page Source code
print.stratified.pscore Man page Source code
print.summary.bal.data.frame Man page Source code
print.summary.bal.matched.data.frame Man page Source code
print.summary.bal.matched.pscore Man page Source code
print.summary.bal.stratified.data.frame Man page Source code
print.summary.bal.stratified.pscore Man page Source code
print.summary.est.data.frame Man page Source code
print.summary.est.matched.data.frame Man page Source code
print.summary.est.matched.pscore Man page Source code
print.summary.est.stratified.data.frame Man page Source code
print.summary.est.stratified.pscore Man page Source code
print.summary.matched.data.frame Man page Source code
print.summary.matched.data.frames Man page Source code
print.summary.matched.pscore Man page Source code
print.summary.pscore Man page Source code
print.summary.relative.effect Man page Source code
print.summary.stratified.data.frame Man page Source code
print.summary.stratified.pscore Man page Source code
ps.balance Man page Source code
ps.balance.data.frame Source code
ps.balance.matched.data.frame Source code
ps.balance.matched.data.frames Source code
ps.balance.matched.pscore Source code
ps.balance.stratified.data.frame Source code
ps.balance.stratified.pscore Source code
ps.estimate Man page Source code
ps.estimate.bin Source code
ps.estimate.data.frame Source code
ps.estimate.gauss Source code
ps.estimate.matched.data.frame Source code
ps.estimate.matched.data.frames Source code
ps.estimate.matched.pscore Source code
ps.estimate.regr Source code
ps.estimate.stratified.data.frame Source code
ps.estimate.stratified.pscore Source code
ps.makestrata Man page Source code
ps.makestrata.data.frame Source code
ps.makestrata.pscore Source code
ps.match Man page Source code
ps.match.data.frame Source code
ps.match.pscore Source code
ps.matchcaliper Source code
pscore Man page Source code
relative.effect Man page Source code
stu1 Man page
summary.bal.data.frame Man page Source code
summary.bal.matched.data.frame Man page Source code
summary.bal.matched.pscore Man page Source code
summary.bal.stratified.data.frame Man page Source code
summary.bal.stratified.pscore Man page Source code
summary.est.data.frame Man page Source code
summary.est.matched.data.frame Man page Source code
summary.est.matched.pscore Man page Source code
summary.est.stratified.data.frame Man page Source code
summary.est.stratified.pscore Man page Source code
summary.matched.data.frame Man page Source code
summary.matched.data.frames Man page Source code
summary.matched.pscore Man page Source code
summary.pscore Man page Source code
summary.relative.effect Man page Source code
summary.stratified.data.frame Man page Source code
summary.stratified.pscore Man page Source code

Files

inst
inst/doc
inst/doc/nonrandom.Snw
inst/doc/nonrandom.pdf
NAMESPACE
NEWS
data
data/pride.RData
data/stu1.RData
R
R/print.matched.pscore.R
R/find.factors.R
R/summary.stratified.data.frame.R
R/print.summary.stratified.pscore.R
R/print.summary.matched.data.frames.R
R/find.resp.R
R/print.bal.matched.data.frame.R
R/print.summary.matched.data.frame.R
R/summary.bal.stratified.pscore.R
R/summary.matched.data.frames.R
R/print.matched.data.frames.R
R/ps.estimate.gauss.R
R/ps.balance.classical.R
R/dist.plot.stratified.data.frame.R
R/print.bal.stratified.pscore.R
R/ps.match.pscore.R
R/print.est.matched.data.frame.R
R/print.summary.est.matched.data.frame.R
R/ps.estimate.data.frame.R
R/dist.plot.hist.R
R/ps.balance.matched.data.frame.R
R/print.bal.stratified.data.frame.R
R/print.summary.stratified.data.frame.R
R/print.summary.relative.effect.R
R/dist.plot.bars.R
R/plot.stdf.R
R/print.summary.bal.matched.data.frame.R
R/find.strata.R
R/dist.plot.hist.plot.R
R/summary.bal.matched.data.frame.R
R/summary.bal.matched.pscore.R
R/summary.est.matched.data.frame.R
R/print.summary.bal.matched.pscore.R
R/print.est.data.frame.R
R/print.summary.bal.stratified.data.frame.R
R/dist.plot.pscore.R
R/print.bal.matched.pscore.R
R/plot.pscore.R
R/summary.matched.pscore.R
R/ps.makestrata.data.frame.R
R/dist.plot.matched.pscore.R
R/ps.makestrata.R
R/ps.match.R
R/summary.est.stratified.pscore.R
R/ps.estimate.bin.R
R/print.summary.bal.data.frame.R
R/print.summary.est.stratified.pscore.R
R/dist.plot.stratified.pscore.R
R/summary.est.matched.pscore.R
R/print.stratified.data.frame.R
R/ps.balance.matched.pscore.R
R/print.summary.bal.stratified.pscore.R
R/ps.estimate.R
R/ps.estimate.regr.R
R/dist.plot.matched.data.frames.R
R/pscore.R
R/print.summary.matched.pscore.R
R/dist.plot.matched.data.frame.R
R/find.treat.match.R
R/print.est.matched.pscore.R
R/print.summary.est.matched.pscore.R
R/dist.plot.bar.plot.R
R/relative.effect.R
R/dist.plot.R
R/print.matched.data.frame.R
R/ps.match.data.frame.R
R/ps.estimate.matched.data.frame.R
R/ps.makestrata.pscore.R
R/ps.balance.stand.diff.OLD.R
R/summary.relative.effect.R
R/summary.bal.data.frame.R
R/summary.matched.data.frame.R
R/find.sel.R
R/summary.pscore.R
R/summary.est.stratified.data.frame.R
R/find.balance.method.R
R/ps.balance.R
R/ps.estimate.matched.pscore.R
R/print.bal.data.frame.R
R/ps.balance.stratified.pscore.R
R/print.summary.est.data.frame.R
R/ps.estimate.stratified.pscore.R
R/ps.balance.data.frame.R
R/print.stratified.pscore.R
R/ps.estimate.matched.data.frames.R
R/find.treat.R
R/ps.balance.stand.diff.R
R/print.est.stratified.pscore.R
R/summary.stratified.pscore.R
R/ps.matchcaliper.R
R/ps.balance.stratified.data.frame.R
R/summary.est.data.frame.R
R/dist.plot.data.frame.R
R/print.pscore.R
R/summary.bal.stratified.data.frame.R
R/print.est.stratified.data.frame.R
R/print.relative.effect.R
R/print.summary.est.stratified.data.frame.R
R/ps.balance.matched.data.frames.R
R/print.summary.pscore.R
R/ps.estimate.stratified.data.frame.R
vignettes
vignettes/nonrandom.Snw
vignettes/stu1-plot1.pdf
vignettes/bib.bib
vignettes/stu1-plot2.pdf
vignettes/stu1-plotstdf.pdf
vignettes/pride-plot2.pdf
vignettes/nonrandom_old.pdf
vignettes/pride-plot1.pdf
vignettes/pride-plotstdf.pdf
vignettes/pride-psplot.pdf
MD5
build
build/vignette.rds
DESCRIPTION
man
man/plot.pscore.Rd
man/pride.Rd
man/ps.match.Rd
man/dist.plot.Rd
man/ps.makestrata.Rd
man/ps.balance.Rd
man/plot.stdf.Rd
man/ps.estimate.Rd
man/stu1.Rd
man/relative.effect.Rd
man/summary.relative.effect.Rd
man/print.relative.effect.Rd
man/nonrandom-package.Rd
man/pscore.Rd
nonrandom documentation built on May 19, 2017, 10:13 p.m.