Fitting Mixed (Inflated and Adjusted) Distributions
Plotting centile curves for a gamlssInf0to1
and gamlssZadj
object
Models for Mixed (Inflated and Adjusted) Response Variables.
GAMLSS model for a proportion response variable with point(s) mass at ...
Fitting positive real line response variable with zeros.
Functions to generate inflated 0-to-1 distributions from existing cont...
Functions to generate zero adjusted distributions from existing contin...
Extract Predictor Values and Standard Errors For New Data In a gamlssi...
Extract Predictor Values and Standard Errors For New Data in a gamlssZ...
Summarizes an inflated GAMLSS fitted model
Plot regression terms for a specified parameter of a fitted gamlssInf0...
Plot regression terms for a specified parameter of a fitted gamlssZadj...
This is an add-on package to 'gamlss'. The purpose of this package is to allow users to fit GAMLSS (Generalised Additive Models for Location Scale and Shape) models when the response variable is defined either in the intervals [0,1), (0,1] and [0,1] (inflated at zero and/or one distributions), or in the positive real line including zero (zero-adjusted distributions). The mass points at zero and/or one are treated as extra parameters with the possibility to include a linear predictor for both. The package also allows transformed or truncated distributions from the GAMLSS family to be used for the continuous part of the distribution. Standard methods and GAMLSS diagnostics can be used with the resulting fitted object.