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

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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.

Author
Alexander Dokumentov, Rob J Hyndman
Date of publication
2016-09-18 12:59:47
Maintainer
Alexander Dokumentov <alexander.dokumentov@gmail.com>
License
GPL (>= 2)
Version
0.1
URLs

View on CRAN

Man pages

autoSmoothAPC
Smooths demographic data using automatically estimated...
plot3d
Presents data as a 3D surface
plot3d.matrix
Presents matrix as a 3D surface
plot3d.smAPC
Presents demographic data as a 3D surface
plot.matrix
Presents matrix as a heatmap
plot.smAPC
Presents demographic data as a heatmap
signifAutoSmoothAPC
Smooths demographic data using automatically estimated...
smoothAPC
Smooths demographic data optionally taking into account...

Files in this package

smoothAPC
smoothAPC/tests
smoothAPC/tests/testthat.R
smoothAPC/tests/testthat
smoothAPC/tests/testthat/test_estPar.R
smoothAPC/tests/testthat/test_twoStepDemogSmooth.R
smoothAPC/tests/testthat/test_autoDemogSmooth.R
smoothAPC/tests/testthat/test_demogSmooth.R
smoothAPC/NAMESPACE
smoothAPC/R
smoothAPC/R/cv.R
smoothAPC/R/show.R
smoothAPC/R/diags.R
smoothAPC/R/print.R
smoothAPC/R/auto.l1tp.smooth.R
smoothAPC/R/l1tp.smooth.R
smoothAPC/MD5
smoothAPC/DESCRIPTION
smoothAPC/man
smoothAPC/man/plot.smAPC.Rd
smoothAPC/man/plot3d.Rd
smoothAPC/man/autoSmoothAPC.Rd
smoothAPC/man/plot.matrix.Rd
smoothAPC/man/plot3d.smAPC.Rd
smoothAPC/man/plot3d.matrix.Rd
smoothAPC/man/smoothAPC.Rd
smoothAPC/man/signifAutoSmoothAPC.Rd