MortalitySmooth: Smoothing and Forecasting Poisson Counts with P-Splines

Smoothing one- and two-dimensional Poisson counts with P-splines specifically tailored to mortality data. Extra-Poisson variation can be accounted as well as forecasting. Collection of mortality data and a specific function for selecting those data by country, sex, age and years.

AuthorCarlo G Camarda
Date of publication2015-02-18 11:45:57
MaintainerCarlo G Camarda <carlo-giovanni.camarda@ined.fr>
LicenseGPL (>= 2)
Version2.3.4

View on CRAN

Man pages

HMDdata: Population and Mortality Data

Mort1Dsmooth: Fit One-dimensional Poisson P-splines

Mort1Dsmooth_checker: Check Arguments for Function Mort1Dsmooth

Mort1Dsmooth_estimate: Estimate 1D P-splines for a given lambda

Mort1Dsmooth_optimize: Optimize a 1D Penalized-Poisson IWLS over smoothing...

Mort1Dsmooth_update: Update a 1D Penalized-Poisson Iteration

Mort2Dsmooth: Fit Two-dimensional Poisson P-splines

Mort2Dsmooth_checker: Check Arguments for Function Mort2Dsmooth

Mort2Dsmooth_estimate: Estimate 2D P-splines for two given lambdas

Mort2Dsmooth_optimize: Optimize a 2D Penalized-Poisson IWLS over smoothing...

Mort2Dsmooth_se: Compute a 2D standard errors

Mort2Dsmooth_update: Update a 2D Penalized-Poisson Iteration

MortalitySmooth-package: Smoothing Poisson counts with P-splines

MortSmooth_bbase: Construct B-spline basis

MortSmooth_BcoefB: Multiply a matrix (from a kronecker product) by a matrix

MortSmooth_BWB: Calculates the inner product of a matrix and a sparse weight...

MortSmooth_tpower: Truncated p-th Power Function

plot.HMDdata: Plot age and year specific demographic data

plot.Mort1Dsmooth: Plot of the Mort1Dsmooth outcomes

plot.Mort2Dsmooth: Plot of the Mort2Dsmooth outcomes

predict.Mort1Dsmooth: Predict Method for 1D P-splines Fits

predict.Mort2Dsmooth: Predict Method for 2D P-splines Fits

residuals.Mort1Dsmooth: Extract 1D P-splines Model Residuals

residuals.Mort2Dsmooth: Extract 2D P-splines Model Residuals

selectHMDdata: Selecting Data from the HMDdata Object

summary.Mort1Dsmooth: Summary for Mort1Dsmooth objects

summary.Mort2Dsmooth: Summary for Mort2Dsmooth objects

Files in this package

MortalitySmooth
MortalitySmooth/inst
MortalitySmooth/inst/CITATION
MortalitySmooth/inst/doc
MortalitySmooth/inst/doc/examples.Rnw
MortalitySmooth/inst/doc/examples.pdf
MortalitySmooth/inst/doc/examples.R
MortalitySmooth/NAMESPACE
MortalitySmooth/data
MortalitySmooth/data/HMDdata.rda
MortalitySmooth/data/datalist
MortalitySmooth/R
MortalitySmooth/R/MortSmooth_BWB.R MortalitySmooth/R/MortSmooth_BcoefB.R MortalitySmooth/R/Mort1Dsmooth.R MortalitySmooth/R/Mort1Dsmooth_optimize.R MortalitySmooth/R/MortSmooth_bbase.R MortalitySmooth/R/summary.Mort1Dsmooth.R MortalitySmooth/R/predict.Mort2Dsmooth.R MortalitySmooth/R/Mort1Dsmooth_update.R MortalitySmooth/R/Mort1Dsmooth_estimate.R MortalitySmooth/R/print.summary.Mort2Dsmooth.R MortalitySmooth/R/print.summary.Mort1Dsmooth.R MortalitySmooth/R/plot.HMDdata.R MortalitySmooth/R/residuals.Mort2Dsmooth.R MortalitySmooth/R/plot.Mort1Dsmooth.R MortalitySmooth/R/print.Mort2Dsmooth.R MortalitySmooth/R/Mort2Dsmooth_optimize.R MortalitySmooth/R/Mort2Dsmooth_estimate.R MortalitySmooth/R/Mort2Dsmooth_checker.R MortalitySmooth/R/Mort2Dsmooth_update.R MortalitySmooth/R/print.Mort1Dsmooth.R MortalitySmooth/R/Mort2Dsmooth_se.R MortalitySmooth/R/MortSmooth_tpower.R MortalitySmooth/R/Mort2Dsmooth.R MortalitySmooth/R/plot.Mort2Dsmooth.R MortalitySmooth/R/predict.Mort1Dsmooth.R MortalitySmooth/R/Mort1Dsmooth_checker.R MortalitySmooth/R/residuals.Mort1Dsmooth.R MortalitySmooth/R/selectHMDdata.R MortalitySmooth/R/summary.Mort2Dsmooth.R
MortalitySmooth/vignettes
MortalitySmooth/vignettes/examples.Rnw
MortalitySmooth/MD5
MortalitySmooth/build
MortalitySmooth/build/vignette.rds
MortalitySmooth/DESCRIPTION
MortalitySmooth/man
MortalitySmooth/man/Mort2Dsmooth_se.Rd MortalitySmooth/man/MortSmooth_BWB.Rd MortalitySmooth/man/Mort2Dsmooth_optimize.Rd MortalitySmooth/man/Mort2Dsmooth_checker.Rd MortalitySmooth/man/MortSmooth_tpower.Rd MortalitySmooth/man/MortalitySmooth-package.Rd MortalitySmooth/man/HMDdata.Rd MortalitySmooth/man/Mort1Dsmooth_update.Rd MortalitySmooth/man/MortSmooth_BcoefB.Rd MortalitySmooth/man/predict.Mort1Dsmooth.Rd MortalitySmooth/man/MortSmooth_bbase.Rd MortalitySmooth/man/residuals.Mort1Dsmooth.Rd MortalitySmooth/man/predict.Mort2Dsmooth.Rd MortalitySmooth/man/summary.Mort2Dsmooth.Rd MortalitySmooth/man/Mort1Dsmooth_checker.Rd MortalitySmooth/man/residuals.Mort2Dsmooth.Rd MortalitySmooth/man/plot.HMDdata.Rd MortalitySmooth/man/Mort1Dsmooth_optimize.Rd MortalitySmooth/man/Mort2Dsmooth_update.Rd MortalitySmooth/man/selectHMDdata.Rd MortalitySmooth/man/Mort1Dsmooth_estimate.Rd MortalitySmooth/man/summary.Mort1Dsmooth.Rd MortalitySmooth/man/plot.Mort2Dsmooth.Rd MortalitySmooth/man/Mort2Dsmooth_estimate.Rd MortalitySmooth/man/Mort2Dsmooth.Rd MortalitySmooth/man/Mort1Dsmooth.Rd MortalitySmooth/man/plot.Mort1Dsmooth.Rd

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