Provides extensions to the 'StMoMo' package by incorporating neural network functionality for Lee-Carter and Poisson Lee-Carter mortality models. Includes tools for constructing mortality datasets from 'demogdata' objects and fitting neural network-based mortality models. Further analysis, such as plotting and forecasting, can be done with 'StMoMo' functions.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.1.0) |
| Imports: | demography, torch, luz, StMoMo |
| Suggests: | testthat, knitr, rmarkdown |
| Published: | 2026-02-20 |
| DOI: | 10.32614/CRAN.package.NNMoMo (may not be active yet) |
| Author: | Daniel Herzog [aut, cre] |
| Maintainer: | Daniel Herzog <studium.daniel.herzog at gmail.com> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| CRAN checks: | NNMoMo results |
| Reference manual: | NNMoMo.html , NNMoMo.pdf |
| Vignettes: |
NNMoMo: An R Package for Mortality Modeling with Neural Networks (source, R code) |
| Package source: | NNMoMo_0.1.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available |
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