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matchMulti (version 1.1.12.1)

Optimal Multilevel Matching using a Network Algorithm

Description

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. Details in Pimentel et al. (2018) . The optmatch package, which is useful for running many of the provided functions, may be downloaded from Github at if not available on CRAN.

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Version

Install

install.packages('matchMulti')

Monthly Downloads

421

Version

1.1.12.1

License

MIT + file LICENSE

Maintainer

Last Published

July 1st, 2024

Functions in matchMulti (1.1.12.1)

matchMultiResult

matchMultiResult object for results of power calculations
elastic

Optimal Subset Matching without Balance Constraints
minischool

Mini-data set for illustration
matchStudents

Compute Student Matches for all Pairs of Schools
rematchSchools

Repeat School Match Only
pe_func

Outcome analysis.
students2schools

Aggregate Student Data into School Data
matchSchools

Match Schools on Student-based Distance
sdiff

Balance Measures
pval_func

Outcome analysis.
tally_schools

Tally schools and students in a given dataset
smahal

Robust Mahalanobis Distance
resolve.cols

Ensure Dataframes Share Same Set Columns
is.binary

Check if a variable is binary
describe_data_counts

Print out summary of student and school counts
buildCaliper

Construct propensity score caliper
balanceTable

Create Balance Table
ci_func

Outcome analysis.
agg

Extract School-Level Covariates
balanceMulti

Performs balance checking after multilevel matching.
match2distance

Compute School Distance from a Student Match
handleNA

Handle Missing Values
assembleMatch

Collect Matched Samples
catholic_schools

1980 and 1982 High School and Beyond Data
matchMultioutcome

Performs an outcome analysis after multilevel matching.
matchMulti

A function that performs multilevel matching.
matchMultisens

Rosenbaum Bounds after Multilevel Matching
matchMulti-package

matchMulti Package