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.


Reference manual

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install.packages("shapleyHALE")

0.1.0 by Jun-Yan Xi, 3 months ago


Browse source code at https://github.com/cran/shapleyHALE


Authors: Jun-Yan Xi [aut, cre] , affiliation: Sun Yat-sen University)


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports data.table, foreach, doParallel, stats

Suggests testthat, ggplot2, knitr, rmarkdown


See at CRAN