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CvmortalityMult

CvmortalityMult (Cross-Validation in Multi-population mortality models) is an R package providing the implementation of cross-validation method for testing the forecasting accuracy of five multi-population mortality models. The family of multi-population includes different multi-population mortality models proposed through the actuarial and demography literature. The package includes functions for fitting and forecast the mortality rates of several populations. Additionally, we include several Cross-Validation functions for testing the forecasting accuracy of different multi-population models in different perspectives.

Installation:

To install the package from R CRAN:

install.packages("CvmortalityMult")
library(CvmortalityMult)

or, to install the latest package version from github:

devtools::install_github("davidAtance/CvmortalityMult")
library(CvmortalityMult)

Cran repository can be found in: https://CRAN.R-project.org/package=CvmortalityMult

If you are interested in the package feel free to email david.atance@uah.es or track development at http://github.com/davidAtance/CvmortalityMult

The paper related to the CvmortalityMult package can be found at: https://journal.r-project.org/articles/RJ-2025-018/

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Install

install.packages('CvmortalityMult')

Monthly Downloads

190

Version

1.1.1

License

MIT + file LICENSE

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Maintainer

David Atance

Last Published

November 27th, 2025

Functions in CvmortalityMult (1.1.1)

SpainMap

Spain National map information
residSVD2

Function to extract the resid from SVD
SpainNat

Spain National Mortality data
SpainRegions

Spain Regions Mortality data
fitLCmulti

Function to fit multi-population mortality models
forecast.fitLCmulti

Function to forecast multi-population mortality model
plot.forLCmulti

Function to plot the parameters of the multi-population mortality models
multipopulation_cv

Function to apply cross-validation techniques for testing the forecasting accuracy of multi-population mortality models
regions

regions
MeasureAccuracy

Measures of Accuracy
plot.fitLCmulti

Function to plot the parameters of the multi-population mortality models