R: Nonparametric Double Additive Location-Scale Model (DALSM)

# Nonparametric Double Additive Location-Scale Model (DALSM)

## Documentation for package ‘DALSM’ version 0.9.1

- DESCRIPTION file.

## Help Pages

centeredBasis.gen | Generation of a recentered cubic B-spline basis matrix in additive models
DALSM | Fit a double additive location-scale model (DALSM) with a flexible error distribution
DALSM.object | Object resulting from the fit of a double additive location-scale model (DALSM).
DALSM_additive | Extraction of the estimated additive terms in a 'DALSM.object'
DALSM_IncomeData | Income data
Dens1d | Object creation for density estimation from right- or interval-censored data
Dens1d.object | Object created by 'Dens1d' to prepare for density estimation from censored data using 'densityLPS'
densityLPS | Constrained density estimation from censored data with given mean and variance using Laplace P-splines
densLPS.object | Object generated by function 'densityLPS'
logDet.fun | Log-determinant of a positive-definite matrix
Pcal.fun | Generation of the penalty matrix for an additive model based on P-splines
plot.DALSM | Plot visual information on a 'DALSM.object'
plot.densLPS | Plot the density estimate in a 'densLPS.object'
plotRegion | Plot a credible region for a curve together with its point estimates
predict.DALSM | Prediction based on a DALSM model
print.DALSM | Print summary information on a 'DALSM.object'
print.densLPS | Print a summary of the information in a 'densLPS.object'
qknots | Specification of knots in a cubic P-spline model