Neural Network Extension to 'StMoMo' for Lee-Carter Modeling

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.


Reference manual

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install.packages("NNMoMo")

0.1.0 by Daniel Herzog, 8 months ago


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


Authors: Daniel Herzog [aut, cre]


Documentation:   PDF Manual  


GPL-3 license


Imports demography, torch, luz, StMoMo

Suggests testthat, knitr, rmarkdown


See at CRAN