Nonparametric Double Additive Location-Scale Model (DALSM)

Documentation for package ‘DALSM’ version 0.9.1

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