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 07 Mar. 2026.
Previous versions and publish date:
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

momentfit  
Methods of Moments
Several classes for moment-based models are defined. The classes are defined for moment conditions d ...
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  
prepdat  
Preparing Experimental Data for Statistical Analysis
Prepares data for statistical analysis (e.g., analysis of variance ;ANOVA) by enabling the user to ...
Download / Learn more Package Citations See dependency  
factoextra  
Extract and Visualize the Results of Multivariate Data Analyses
Provides some easy-to-use functions to extract and visualize the output of multivariate data analys ...
Download / Learn more Package Citations See dependency  
didrooRFM  
Compute Recency Frequency Monetary Scores for your Customer Data
This hosts the findRFM function which generates RFM scores on a 1-5 point scale for customer transa ...
Download / Learn more Package Citations See dependency  
RobPer  
Robust Periodogram and Periodicity Detection Methods
Calculates periodograms based on (robustly) fitting periodic functions to light curves (irregularly ...
Download / Learn more Package Citations See dependency  

26,270

R Packages

223,360

Dependencies

70,376

Author Associations

26,265

Publication Badges

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