smoothAPC

Smoothing of Two-Dimensional Demographic Data, Optionally Taking into Account Period and Cohort Effects

CRAN Package

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.


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  • Depends1 package
  • Imports8 packages
  • Suggests2 packages