Other packages > Find by keyword >

natstrat  

Obtain Unweighted Natural Strata that Balance Many Covariates
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("natstrat", "2.0.1")



Attach the package and use:
library("natstrat")
Maintained by
Katherine Brumberg
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-05-26
Latest Update:
Description:
Natural strata can be used in observational studies to balance the distributions of many covariates across any number of treatment groups and any number of comparisons. These strata have proportional amounts of units within each stratum across the treatments, allowing for simple interpretation and aggregation across strata. Within each stratum, the units are chosen using randomized rounding of a linear program that balances many covariates. To solve the linear program, the 'Gurobi' commercial optimization software is recommended, but not required. The 'gurobi' R package can be installed following the instructions at .
How to cite:
Katherine Brumberg (2021). natstrat: Obtain Unweighted Natural Strata that Balance Many Covariates. R package version 2.0.1, https://cran.r-project.org/web/packages/natstrat. Accessed 25 Jun. 2026.
Previous versions and publish date:
1.0.0 (2021-05-26 10:10), 2.0.0 (2021-10-15 11:10)
Other packages that cited natstrat R package
View natstrat citation profile
Other R packages that natstrat depends, imports, suggests or enhances
Complete documentation for natstrat
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
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  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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