Stratification and matching by the propensity score


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Documentation for package ‘nonrandom’ version 1.42

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nonrandom-package A tool for a comprehensive data analysis from observational studies if stratification, matching and covariate adjustment by the propensity score is desired.
dist.plot Graphical balance check for covariate distributions in treatment groups
nonrandom A tool for a comprehensive data analysis from observational studies if stratification, matching and covariate adjustment by the propensity score is desired.
plot.pscore Graphical check for propensity score distributions in treatment groups
plot.stdf Graphical check for standardized differences of covariates
pride Data example pride
print.bal.data.frame Print function
print.bal.matched.data.frame Print function
print.bal.matched.pscore Print function
print.bal.stratified.data.frame Print function
print.bal.stratified.pscore Print function
print.est.data.frame Print function
print.est.matched.data.frame Print function
print.est.matched.pscore Print function
print.est.stratified.data.frame Print function
print.est.stratified.pscore Print function
print.matched.data.frame Print function
print.matched.data.frames Print function
print.matched.pscore Print function
print.pscore Print function
print.relative.effect Print function
print.stratified.data.frame Print function
print.stratified.pscore Print function
print.summary.bal.data.frame Print function
print.summary.bal.matched.data.frame Print function
print.summary.bal.matched.pscore Print function
print.summary.bal.stratified.data.frame Print function
print.summary.bal.stratified.pscore Print function
print.summary.est.data.frame Print function
print.summary.est.matched.data.frame Print function
print.summary.est.matched.pscore Print function
print.summary.est.stratified.data.frame Print function
print.summary.est.stratified.pscore Print function
print.summary.matched.data.frame Print function
print.summary.matched.data.frames Print function
print.summary.matched.pscore Print function
print.summary.pscore Print function
print.summary.relative.effect Print function
print.summary.stratified.data.frame Print function
print.summary.stratified.pscore Print function
ps.balance Statistical tests and standardized differences for balance checks
ps.estimate Estimation of propensity score based treatment effects
ps.makestrata Propensity score stratification
ps.match Propensity score matching
pscore Propensity score estimation
relative.effect Relative effects of covariates
stu1 Data example stu1
summary.bal.data.frame Summary function
summary.bal.matched.data.frame Summary function
summary.bal.matched.pscore Summary function
summary.bal.stratified.data.frame Summary function
summary.bal.stratified.pscore Summary function
summary.est.data.frame Summary function
summary.est.matched.data.frame Summary function
summary.est.matched.pscore Summary function
summary.est.stratified.data.frame Summary function
summary.est.stratified.pscore Summary function
summary.matched.data.frame Summary function
summary.matched.data.frames Summary function
summary.matched.pscore Summary function
summary.pscore Summary function
summary.relative.effect Summary function
summary.stratified.data.frame Summary function
summary.stratified.pscore Summary function