Other packages > Find by keyword >

PSAboot  

Bootstrapping for Propensity Score Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("PSAboot", "1.3.8")



Attach the package and use:
library("PSAboot")
Maintained by
Jason Bryer
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-11-26
Latest Update: 2023-10-23
Description:
It is often advantageous to test a hypothesis more than once in the context of propensity score analysis (Rosenbaum, 2012) . The functions in this package facilitate bootstrapping for propensity score analysis (PSA). By default, bootstrapping using two classification tree methods (using 'rpart' and 'ctree' functions), two matching methods (using 'Matching' and 'MatchIt' packages), and stratification with logistic regression. A framework is described for users to implement additional propensity score methods. Visualizations are emphasized for diagnosing balance; exploring the correlation relationships between bootstrap samples and methods; and to summarize results.
How to cite:
Jason Bryer (2013). PSAboot: Bootstrapping for Propensity Score Analysis. R package version 1.3.8, https://cran.r-project.org/web/packages/PSAboot. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0 (2013-11-26 07:39), 1.1.3 (2015-11-04 18:11), 1.1.4 (2016-12-05 18:28), 1.1 (2014-07-02 21:06), 1.3.6 (2023-03-22 20:50)
Other packages that cited PSAboot R package
View PSAboot citation profile
Other R packages that PSAboot depends, imports, suggests or enhances
Complete documentation for PSAboot
Functions, R codes and Examples using the PSAboot R package
Full PSAboot package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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