Other packages > Find by keyword >

sbw  

Stable Balancing Weights for Causal Inference and Missing Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("sbw", "1.1.9")



Attach the package and use:
library("sbw")
Maintained by
Jose R. Zubizarreta
[Scholar Profile | Author Map]
First Published: 2019-12-30
Latest Update: 2021-09-22
Description:
Implements the Stable Balancing Weights by Zubizarreta (2015) . These are the weights of minimum variance that approximately balance the empirical distribution of the observed covariates. For an overview, see Chattopadhyay, Hase and Zubizarreta (2020) . To solve the optimization problem in 'sbw', the default solver is 'quadprog', which is readily available through CRAN. The solver 'osqp' is also posted on CRAN. To enhance the performance of 'sbw', users are encouraged to install other solvers such as 'gurobi' and 'Rmosek', which require special installation. For the installation of gurobi and pogs, please follow the instructions at and .
How to cite:
Jose R. Zubizarreta (2019). sbw: Stable Balancing Weights for Causal Inference and Missing Data. R package version 1.1.9, https://cran.r-project.org/web/packages/sbw. Accessed 22 Apr. 2025.
Previous versions and publish date:
1.0 (2019-12-30 16:20), 1.1.1 (2020-06-23 17:30), 1.1.3 (2021-06-18 10:10), 1.1.5 (2021-09-22 10:30), 1.1.8 (2024-07-09 23:30)
Other packages that cited sbw R package
View sbw citation profile
Other R packages that sbw depends, imports, suggests or enhances
Complete documentation for sbw
Functions, R codes and Examples using the sbw R package
Some associated functions: estimate . lalonde . sbw . summarize . visualize . 
Some associated R codes: data.R . duatab.R . estimate.R . propar.R . sbw.R . sbwauxfix.R . sbwauxtun.R . sbwcaufix.R . sbwcautun.R . sbwfix.R . sbwpri.R . sbwtun.R . summarize.R . visualize.R .  Full sbw package functions and examples
Downloads during the last 30 days
03/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/21Downloads for sbw10152025303540455055606570TrendBars

Today's Hot Picks in Authors and Packages

GWPR.light  
Geographically Weighted Panel Regression
Geographically weighted panel regression is grounded in a branch of spatial statistics. Using geogra ...
Download / Learn more Package Citations See dependency  
phylosamp  
Sample Size Calculations for Molecular and Phylogenetic Studies
Implements novel tools for estimating sample sizes needed for phylogenetic studies, including studi ...
Download / Learn more Package Citations See dependency  
ino  
Initialization of Numerical Optimization
Analysis of the initialization for numerical optimization of real-valued functions, including likel ...
Download / Learn more Package Citations See dependency  
optimStrat  
Choosing the Sample Strategy
Intended to assist in the choice of the sampling strategy to implement in a survey. ...
Download / Learn more Package Citations See dependency  
Qest  
Quantile-Based Estimator
Quantile-based estimators (Q-estimators) can be used to fit any parametric distribution, using its q ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

24,098

R Packages

207,311

Dependencies

65,069

Author Associations

24,099

Publication Badges

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