smoothAPC
Smoothing of Two-Dimensional Demographic Data, Optionally Taking into Account Period and Cohort Effects
The implemented method uses for smoothing bivariate thin plate splines, bivariate lasso-type regularization, and allows for both period and cohort effects. Thus the mortality rates are modelled as the sum of four components: a smooth bivariate function of age and time, smooth one-dimensional cohort effects, smooth one-dimensional period effects and random errors.
- Version0.3
- R versionunknown
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?No
- Last release05/18/2018
Team
Alexander Dokumentov
Rob J Hyndman
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- Imports5 packages
- Suggests2 packages