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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.
Getting started
Browse package contents
Package details |
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| Author | Alexander Dokumentov, Rob J Hyndman |
| Maintainer | Alexander Dokumentov <alexander.dokumentov@gmail.com> |
| License | GPL (>= 2) |
| Version | 0.3 |
| URL | https://bitbucket.org/alexanderdokumentov/smoothapcpackage |
| Package repository | View on CRAN |
| Installation |
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