Other packages > Find by keyword >

nawtilus  

Navigated Weighting for the Inverse Probability Weighting
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("nawtilus", "0.1.4")



Attach the package and use:
library("nawtilus")
Maintained by
Hiroto Katsumata
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-06-12
Latest Update: 2020-07-23
Description:
Implements the navigated weighting (NAWT) proposed by Katsumata (2020) , which improves the inverse probability weighting by utilizing estimating equations suitable for a specific pre-specified parameter of interest (e.g., the average treatment effects or the average treatment effects on the treated) in propensity score estimation. It includes the covariate balancing propensity score proposed by Imai and Ratkovic (2014) , which uses covariate balancing conditions in propensity score estimation. The point estimate of the parameter of interest as well as coefficients for propensity score estimation and their uncertainty are produced using the M-estimation. The same functions can be used to estimate average outcomes in missing outcome cases.
How to cite:
Hiroto Katsumata (2020). nawtilus: Navigated Weighting for the Inverse Probability Weighting. R package version 0.1.4, https://cran.r-project.org/web/packages/nawtilus. Accessed 13 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:24), 0.1.3 (2020-06-12 11:40)
Other packages that cited nawtilus R package
View nawtilus citation profile
Other R packages that nawtilus depends, imports, suggests or enhances
Complete documentation for nawtilus
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
kangar00  
Kernel Approaches for Nonlinear Genetic Association Regression
Methods to extract information on pathways, genes and various single-nucleotid polymorphisms (SNPs) ...
Download / Learn more Package Citations See dependency  
iAdapt  
Two-Stage Adaptive Dose-Finding Clinical Trial Design
Simulate and implement early phase two-stage adaptive dose-finding design for binary and quasi-conti ...
Download / Learn more Package Citations See dependency  
IATscores  
Implicit Association Test Scores Using Robust Statistics
Compute several variations of the Implicit Association Test (IAT) scores, including the D scores (Gr ...
Download / Learn more Package Citations See dependency  
testDriveR  
Teaching Data for Statistics and Data Science
Provides data sets for teaching statistics and data science courses. It includes a sample of data f ...
Download / Learn more Package Citations See dependency  

28,313

R Packages

239,283

Dependencies

74,752

Author Associations

28,314

Publication Badges

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