matchCount {sitepickR} | R Documentation |
Successful matches for each replacement group
Description
Percentage of successful matches in each unit replacement group, 1...K
Usage
matchCount(smOut, title = "Percentage of Successful Matches per Unit Group")
Arguments
smOut |
list; selectMatch() output |
title |
character; user-specified figure title |
Value
ggplot object
Examples
################################################################################
############## Balance Diagnostics [sitepickR Package] #########################
######### Robert Olsen, Elizabeth A. Stuart & Elena Badillo-Goicoechea (2022) ##
################################################################################
# Basic usage of matchCount()
rawCCD <- sitepickR::rawCCD
uSampVarsCCD <- c("w.pct.frlunch", "w.pct.black", "w.pct.hisp", "w.pct.female")
suSampVarsCCD <- c("sch.pct.frlunch", "sch.pct.black", "sch.pct.hisp", "sch.pct.female")
dfCCD <- prepDF(rawCCD,
unitID="LEAID", subunitID="NCESSCH")
dfCCD <- dplyr::filter(dfCCD, unitID %in% unique(dfCCD$unitID)[1:80])
smOut <- selectMatch(df = dfCCD, # user dataset
unitID = "LEAID", # column name of unit ID in user dataset
subunitID = "NCESSCH", # column name of sub-unit ID in user dataset
unitVars = uSampVarsCCD, # name of unit level covariate columns
subunitSampVars = suSampVarsCCD, # name of sub-unit level covariate columns
nUnitSamp = 30,
nRepUnits = 5,
nsubUnits = 2
)
matchCount(smOut)
[Package sitepickR version 0.0.1 Index]