matchMulti: Optimal Multilevel Matching using a Network Algorithm

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Performs multilevel matches for data with cluster-level treatments and individual-level outcomes using a network optimization algorithm. Functions for checking balance at the cluster and individual levels are also provided, as are methods for permutation-inference-based outcome analysis.

Author
Luke Keele and Sam Pimentel
Date of publication
2016-08-26 07:35:43
Maintainer
Sam Pimentel <spi@wharton.upenn.edu>
License
MIT + file LICENSE
Version
1.1.5

View on CRAN

Man pages

agg
Extract School-Level Covariates
assembleMatch
Collect Matched Samples
balanceMulti
Performs balance checking after multilevel matching.
balanceTable
Create Balance Table
buildCaliper
Construct propensity score caliper
catholic_schools
1980 and 1982 High School and Beyond Data
ci_func
Outcome analysis.
handleNA
Handle Missing Values
is.binary
Check if a variable is binary
match2distance
Compute School Distance from a Student Match
matchMulti
A function that performs multilevel matching.
matchMultioutcome
Performs an outcome analysis after multilevel matching.
matchMulti-package
\Sexpr[results=rd,stage=build]{tools:::Rd_package_title("matchMulti")}
matchMultisens
Rosenbaum Bounds after Multilevel Matching
matchSchools
Match Schools on Student-based Distance
matchStudents
Compute Student Matches for all Pairs of Schools
pairmatchelastic
Optimal Subset Matching without Balance Constraints
pe_func
Outcome analysis.
pval_func
Outcome analysis.
rematchSchools
Repeat School Match Only
resolve.cols
Ensure Dataframes Share Same Set Columns
sdiff
Balance Measures
smahal
Robust Mahalanobis Distance
students2schools
Aggregate Student Data into School Data

Files in this package

matchMulti
matchMulti/inst
matchMulti/inst/doc
matchMulti/inst/doc/multiMatch_vignette.pdf
matchMulti/inst/doc/multiMatch_vignette.Rnw
matchMulti/inst/doc/multiMatch_vignette.R
matchMulti/NAMESPACE
matchMulti/data
matchMulti/data/catholic_schools.RData
matchMulti/R
matchMulti/R/matchMulti.R
matchMulti/R/balanceMulti.R
matchMulti/R/buildCaliper.R
matchMulti/R/balanceTable.R
matchMulti/R/matchMultisens.R
matchMulti/R/rematchSchools.R
matchMulti/R/matchMultioutcome.R
matchMulti/R/matchMulti-internal.R
matchMulti/vignettes
matchMulti/vignettes/asa.bst
matchMulti/vignettes/multiMatch_vignette.Rnw
matchMulti/vignettes/keele_revised2.bib
matchMulti/MD5
matchMulti/build
matchMulti/build/vignette.rds
matchMulti/build/partial.rdb
matchMulti/DESCRIPTION
matchMulti/man
matchMulti/man/is.binary.Rd
matchMulti/man/assembleMatch.Rd
matchMulti/man/catholic_schools.Rd
matchMulti/man/sdiff.Rd
matchMulti/man/matchStudents.Rd
matchMulti/man/pval_func.Rd
matchMulti/man/balanceMulti.Rd
matchMulti/man/matchMultioutcome.Rd
matchMulti/man/buildCaliper.Rd
matchMulti/man/matchMulti.Rd
matchMulti/man/matchSchools.Rd
matchMulti/man/match2distance.Rd
matchMulti/man/matchMultisens.Rd
matchMulti/man/pe_func.Rd
matchMulti/man/resolve.cols.Rd
matchMulti/man/agg.Rd
matchMulti/man/students2schools.Rd
matchMulti/man/pairmatchelastic.Rd
matchMulti/man/balanceTable.Rd
matchMulti/man/smahal.Rd
matchMulti/man/handleNA.Rd
matchMulti/man/matchMulti-package.Rd
matchMulti/man/rematchSchools.Rd
matchMulti/man/ci_func.Rd
matchMulti/LICENSE