shapleyHALE: Shapley Value Decomposition of Health-Adjusted Life Expectancy

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.

Version:	0.1.0
Depends:	R (≥ 3.5)
Imports:	data.table, foreach, doParallel, stats
Suggests:	testthat (≥ 3.0.0), ggplot2, knitr, rmarkdown
Published:	2026-07-30
DOI:	10.32614/CRAN.package.shapleyHALE (may not be active yet)
Author:	Jun-Yan Xi [aut, cre] (affiliation: Sun Yat-sen University)
Maintainer:	Jun-Yan Xi <xijy3 at mail2.sysu.edu.cn>
License:	MIT + file LICENSE
NeedsCompilation:	no
CRAN checks:	shapleyHALE results

Documentation:

Reference manual:	shapleyHALE.html , shapleyHALE.pdf
Vignettes:	Shapley Decomposition of Health‑Adjusted Life Expectancy with shapleyHALE (source, R code)

Downloads:

Package source:	shapleyHALE_0.1.0.tar.gz
Windows binaries:	r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries:	r-release (arm64): shapleyHALE_0.1.0.tgz, r-oldrel (arm64): shapleyHALE_0.1.0.tgz, r-release (x86_64): shapleyHALE_0.1.0.tgz, r-oldrel (x86_64): shapleyHALE_0.1.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=shapleyHALE to link to this page.