Package: CvmortalityMult 1.0.7
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. 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:
CvmortalityMult_1.0.7.tar.gz
CvmortalityMult_1.0.7.zip(r-4.5)CvmortalityMult_1.0.7.zip(r-4.4)CvmortalityMult_1.0.7.zip(r-4.3)
CvmortalityMult_1.0.7.tgz(r-4.4-any)CvmortalityMult_1.0.7.tgz(r-4.3-any)
CvmortalityMult_1.0.7.tar.gz(r-4.5-noble)CvmortalityMult_1.0.7.tar.gz(r-4.4-noble)
CvmortalityMult_1.0.7.tgz(r-4.4-emscripten)CvmortalityMult_1.0.7.tgz(r-4.3-emscripten)
CvmortalityMult.pdf |CvmortalityMult.html✨
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
- SpainNat - Spain National Mortality data
- SpainRegions - Spain Regions Mortality data
- regions - Regions
Last updated 3 months agofrom:deed8a2a59. Checks:OK: 3 NOTE: 4. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 30 2024 |
| R-4.5-win | OK | Oct 30 2024 |
| R-4.5-linux | OK | Oct 30 2024 |
| R-4.4-win | NOTE | Oct 30 2024 |
| R-4.4-mac | NOTE | Oct 30 2024 |
| R-4.3-win | NOTE | Oct 30 2024 |
| R-4.3-mac | NOTE | Oct 30 2024 |
Exports:fitLCmultiMeasureAccuracymultipopulation_cvmultipopulation_loocvSpainMap
Dependencies:abindbase64encbslibcachemclassclassIntclicolorspacecrosstalkcurlDBIdichromatdigestdotCall64e1071evaluatefanplotfansifarverfastmapfieldsfontawesomeforecastfracdifffsgenericsgeojsonsfgeometriesggplot2gluegnmgtablehighrhtmltoolshtmlwidgetsisobandjquerylibjsonifyjsonliteKernSmoothknitrlabelinglatticelazyevalleafemleafletleaflet.providersleafsynclifecyclelmtestlwgeommagrittrmapsMASSMatrixmemoisemgcvmimemunsellnlmennetpillarpkgconfigplyrpngproxypurrrquadprogquantmodqvcalcR6rapidjsonrrappdirsrasterRColorBrewerRcppRcppArmadillorelimpreshape2rlangrmarkdownrootSolves2sassscalessfsfheadersspspamstarsStMoMostringistringrterratibbletimeDatetinytextmaptmaptoolstseriesTTRunitsurcautf8vctrsviridisLitewidgetframewithrwkxfunXMLxtsyamlzoo
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 apply Leave-One-Out Cross-Validation (LOOCV) technique for testing the forecasting accuracy of multi-population mortality models | multipopulation_loocv |
| 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 |
