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]
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 06 Apr. 2025.
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
03/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/05Downloads for bigmatch2468101214161820222426TrendBars

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
spCP  
Spatially Varying Change Points
Implements a spatially varying change point model with unique intercepts, slopes, variance intercep ...
Download / Learn more Package Citations See dependency  
listarrays  
A Toolbox for Working with R Arrays in a Functional Programming Style
A toolbox for R arrays. Flexibly split, bind, reshape, modify, subset and name arrays. ...
Download / Learn more Package Citations See dependency  
FuzzyQ  
Fuzzy Quantification of Common and Rare Species
Fuzzy clustering of species in an ecological community as common or rare based on their abundance a ...
Download / Learn more Package Citations See dependency  
danstat  
R Client for the Statistics Denmark Databank API
The purpose of the package is to enable an R function interface into the Statistics Denmark Databank ...
Download / Learn more Package Citations See dependency  
ider  
Various Methods for Estimating Intrinsic Dimension
An implementation of various methods for estimating intrinsic dimension of vector-valued dataset or ...
Download / Learn more Package Citations See dependency  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

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