Other packages > Find by keyword >

bigmatch  

Making Optimal Matching Size-Scalable Using Optimal Calipers
View on CRAN: Click here


Download and install bigmatch package within the R console
Install from CRAN:
install.packages("bigmatch")

Install from Github:
library("remotes")
install_github("cran/bigmatch")

Install by package version:
library("remotes")
install_version("bigmatch", "0.6.4")



Attach the package and use:
library("bigmatch")
Maintained by
Ruoqi Yu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-04-09
Latest Update: 2022-08-11
Description:
Implements optimal matching with near-fine balance in large observational studies with the use of optimal calipers to get a sparse network. The caliper is optimal in the sense that it is as small as possible such that a matching exists. The main functions in the 'bigmatch' package are optcal() to find the optimal caliper, optconstant() to find the optimal number of nearest neighbors, and nfmatch() to find a near-fine balance match with a caliper and a restriction on the number of nearest neighbors. Yu, R., Silber, J. H., and Rosenbaum, P. R. (2020). .
How to cite:
Ruoqi Yu (2018). bigmatch: Making Optimal Matching Size-Scalable Using Optimal Calipers. R package version 0.6.4, https://cran.r-project.org/web/packages/bigmatch. Accessed 05 Jun. 2026.
Previous versions and publish date:
0.1.0 (2018-04-09 11:18), 0.1.1 (2018-04-28 11:15), 0.2.1 (2018-06-24 07:12), 0.3.1 (2018-07-11 17:20), 0.4.1 (2018-10-23 07:30), 0.5.1 (2018-11-06 17:30), 0.6.1 (2019-01-02 12:20), 0.6.2 (2020-04-15 02:20)
Other packages that cited bigmatch R package
View bigmatch citation profile
Other R packages that bigmatch depends, imports, suggests or enhances
Complete documentation for bigmatch
Functions, R codes and Examples using the bigmatch R package
Some associated functions: check . edgenum . findexact . glover . nearfine . netfine . nfmatch . nh0506 . optcal . optconstant . smahal . 
Some associated R codes: check.R . edgenum.R . findexact.R . glover.R . nearfine.R . netfine.R . nfmatch.R . optcal.R . optconstant.R . smahal.R .  Full bigmatch package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
Download / Learn more Package Citations See dependency  
ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
Download / Learn more Package Citations See dependency  
crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
Download / Learn more Package Citations See dependency  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA