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MatchIt (version 1.0-1)

MatchIt: Nonparametric Preprocessing for Parametric Casual Inference

Description

MatchIt selects matched samples of the the original treated and control groups with similar covariate distributions -- can be used to match exactly on covariates, to match on propensity scores, or perform a variety of other matching procedures.

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Version

Install

install.packages('MatchIt')

Monthly Downloads

18,274

Version

1.0-1

License

GPL version 2 or newer

Maintainer

Daniel Ho

Last Published

October 13th, 2023

Functions in MatchIt (1.0-1)

match.data

Output matched data sets
diagnose

Diagnostics for matching procedure
summary.matchit

Summarizing Quantities of Interest
exactmatch

Exact matching
incomedata

Simulated data to illustrate matching procedure for Matchit
plot.matchit

Graphing Quantities of Interest
matchdef

Nearest neighbor matching algorithm
summary.neyman

Summarizing the estimated treatment effects
subclassify

Subclassify units
matchit

Matchit: Matching Software for Causal Inference
neyman

Estimating treatment effects: Neyman's method
help.matchit

HTML Help for Matchit Commands and Models
print.matchit

Printing Quantities of Interest
distance

Distance function: estimating propensity scores
lalonde

Data from National Supported Work Demonstration and PSID, as analyzed by Dehejia and Wahba (1999).