Package: CvmortalityMult 1.1.1

CvmortalityMult: Cross-Validation for Multi-Population Mortality Models

Implementation of cross-validation method for testing the forecasting accuracy of several multi-population mortality models. The family of multi-population includes several 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 functions for testing the forecasting accuracy of different multi-population models. References, <https://journal.r-project.org/articles/RJ-2025-018/>. Atance, D., Debon, A., and Navarro, E. (2020) <doi:10.3390/math8091550>. Bergmeir, C. & Benitez, J.M. (2012) <doi:10.1016/j.ins.2011.12.028>. Debon, A., Montes, F., & Martinez-Ruiz, F. (2011) <doi:10.1007/s13385-011-0043-z>. Lee, R.D. & Carter, L.R. (1992) <doi:10.1080/01621459.1992.10475265>. Russolillo, M., Giordano, G., & Haberman, S. (2011) <doi:10.1080/03461231003611933>. Santolino, M. (2023) <doi:10.3390/risks11100170>.

Authors:David Atance [aut, cre], Ana Debón [aut]

CvmortalityMult_1.1.1.tar.gz
CvmortalityMult_1.1.1.zip(r-4.7)CvmortalityMult_1.1.1.zip(r-4.6)CvmortalityMult_1.1.1.zip(r-4.5)
CvmortalityMult_1.1.1.tgz(r-4.6-any)CvmortalityMult_1.1.1.tgz(r-4.5-any)
CvmortalityMult_1.1.1.tar.gz(r-4.7-any)CvmortalityMult_1.1.1.tar.gz(r-4.6-any)
CvmortalityMult_1.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
CvmortalityMult/json (API)

# Install 'CvmortalityMult' in R:

install.packages('CvmortalityMult', repos = c('https://davidatance.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/davidatance/cvmortalitymult/issues

Datasets:

regions - Regions
SpainNat - Spain National Mortality data
SpainRegions - Spain Regions Mortality data

On CRAN:

2.70 score 1 stars 4 scripts 219 downloads 5 exports 115 dependencies

Last updated from:50cef6398d. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	323
source / vignettes	OK	241
linux-release-x86_64	OK	305
macos-release-arm64	OK	207
macos-oldrel-arm64	OK	248
windows-devel	OK	270
windows-release	OK	272
windows-oldrel	OK	264
wasm-release	OK	162

Exports:fitLCmulti MeasureAccuracy multipopulation_cv residSVD2 SpainMap

Dependencies:abind base64enc bslib cachem class classInt cli colorspace cols4all cpp11 crosstalk curl data.table DBI digest dotCall64 e1071 evaluate fanplot farver fastmap fields fontawesome forecast fracdiff fs generics geojsonsf geometries ggplot2 glue gnm gtable highr htmltools htmlwidgets httpuv isoband jquerylib jsonify jsonlite KernSmooth knitr labeling later lattice lazyeval leafem leafgl leaflegend leaflet leaflet.providers leafsync lifecycle lmtest logger lwgeom magrittr maps maptiles MASS Matrix memoise mime nlme nnet otel plyr png promises proxy qvcalc R6 rapidjsonr rappdirs raster RColorBrewer Rcpp RcppArmadillo relimp reshape2 rlang rmarkdown rootSolve s2 S7 sass scales servr sf sfheaders sp spacesXYZ spam stars StMoMo stringdist stringi stringr terra timeDate tinytex tmap tmaptools units urca vctrs viridisLite withr wk xfun XML yaml yyjsonr zoo

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Function to fit multi-population mortality models	fitLCmulti
Function to forecast multi-population mortality model	forecast.fitLCmulti
Measures of Accuracy	MeasureAccuracy
Function to apply cross-validation techniques for testing the forecasting accuracy of multi-population mortality models	multipopulation_cv
Function to plot the parameters of the multi-population mortality models	plot.fitLCmulti
Function to plot the parameters of the multi-population mortality models	plot.forLCmulti
regions	regions
Function to extract the resid from SVD	residSVD2
Spain National map information	SpainMap
Spain National Mortality data	SpainNat
Spain Regions Mortality data	SpainRegions