# Smoothing and Forecasting Poisson Counts with P-Splines

## Documentation for package ‘MortalitySmooth’ version 2.3.4

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

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