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nawtilus
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]
[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
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
Functions, R codes and Examples using
the nawtilus R package
Some associated functions: LaLonde . cbcheck . nawt . plot.nawt . plot_omega . print.nawt . summary.nawt .
Some associated R codes: bothfunctions.R . cbcheck.R . cbcheckinternals.R . cbfunctions.R . data.R . gmmfunctions.R . gmmjustfunctions.R . initfunctions.R . invprob.R . logistic.R . navigatedfunctions.R . nawt.R . nawt0.R . plot.nawt.R . plot_omega.R . print.nawt.R . summary.nawt.R . svdtransfunctions.R . weight_omega.R . Full nawtilus package functions and examples
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