Stratification and matching by the propensity score


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Documentation for package ‘nonrandom’ version 1.0

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nonrandom-package A tool for a comprehensive data analysis from observational studies if stratification and matching 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 and matching by the propensity score is desired.
pride Data example pride
ps.balance Statistical tests and standardized differences for balance checks
ps.estimate 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