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shapleyHALE  

Shapley Value Decomposition of Health-Adjusted Life Expectancy
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("shapleyHALE", "0.1.0")



Attach the package and use:
library("shapleyHALE")
Maintained by
Jun-Yan Xi
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-07-30
Latest Update: 2026-07-30
Description:
Implements a Shapley-value framework to decompose changes in health-adjusted life expectancy (HALE) into additive contributions of individual diseases or causes, fully accounting for higher-order interactions. Separates mortality and disability effects and provides second-order Shapley interaction indices. Uncertainty is propagated via parametric bootstrap.
How to cite:
Jun-Yan Xi (2026). shapleyHALE: Shapley Value Decomposition of Health-Adjusted Life Expectancy. R package version 0.1.0, https://cran.r-project.org/web/packages/shapleyHALE. Accessed 24 Oct. 2026.
Previous versions and publish date:
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Complete documentation for shapleyHALE
Functions, R codes and Examples using the shapleyHALE R package
Full shapleyHALE package functions and examples
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