Learn R Programming

RBestMatch (version 0.1.1)

Graded Matching for Large Observational Studies

Description

R-best matching is a new graded matching strategy in which potential pairings are graded, with a preference for higher grade pairings. An r-best match tries to match with pairs of the best grade, incorporating progressively lower grade pairs only to the degree they are needed, and only needs to use edges in the r best grades. In effect, only sparse networks are built, stored and optimized.

Copy Link

Version

Install

install.packages('RBestMatch')

Monthly Downloads

2

Version

0.1.1

License

MIT+file LICENSE

Maintainer

Ruoqi Yu

Last Published

December 21st, 2021

Functions in RBestMatch (0.1.1)

balance

Check standardized mean differences (SMDs) of the matched data set.
rbestmatch

Constructs a r-best matching.
rbestdist

Creates a penalized distance list for r-best matching.
mahad

Creates a Mahalanobis distance or its robust version for matching.
rhc

Right Heart Catheterization Dataset