Smoothing and Forecasting Poisson Counts with P-Splines


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Documentation for package ‘MortalitySmooth’ version 2.3.4

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MortalitySmooth-package Smoothing Poisson counts with P-splines
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 parameters
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 parameters
Mort2Dsmooth_se Compute a 2D standard errors
Mort2Dsmooth_update Update a 2D Penalized-Poisson Iteration
MortalitySmooth 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 matrix
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
print.Mort1Dsmooth Fit One-dimensional Poisson P-splines
print.Mort2Dsmooth Fit Two-dimensional Poisson P-splines
print.summary.Mort1Dsmooth Summary for Mort1Dsmooth objects
print.summary.Mort2Dsmooth Summary for Mort2Dsmooth objects
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