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gamlss (version 4.2-4)

Generalised Additive Models for Location Scale and Shape.

Description

The library for fitting GAMLSS models.

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Version

Install

install.packages('gamlss')

Monthly Downloads

11,026

Version

4.2-4

License

GPL-2 | GPL-3

Maintainer

Mikis Stasinopoulos

Last Published

May 23rd, 2013

Functions in gamlss (4.2-4)

bfp

Functions to fit fractional polynomials in GAMLSS
histDist

This function plots the histogram and a fitted (GAMLSS family) distribution to a variable
centiles.com

Comparing centiles from different GAMLSS models
Q.stats

A function to calculate the Q-statistics
LR.test

Likelihood Ratio test for nested GAMLSS models
coef.gamlss

Extract Model Coefficients in a GAMLSS fitted model
VGD

Validation (or test) data global deviance
centiles.pred

Creating predictive centiles values
gamlss.ra

Support for Function ra()
fitDist

Fits Different Parametric gamlss.family distributions to data
gamlss.control

Auxiliary for Controlling GAMLSS Fitting
find.hyper

A function to select values of hyper-parameters in a GAMLSS model
fittedPlot

Plots The Fitted Values of a GAMLSS Model
formula.gamlss

Extract the Model Formula in a GAMLSS fitted model
acfResid

ACF plot of the residuals
centiles.split

Plots centile curves split by x for a GAMLSS object
centiles

Plots the centile curves for a GAMLSS object
Rsq

Generalised R-squared for GAMLSS models
additive.fit

Implementing Backfitting in GAMLSS
gamlssML

Maximum Likelihood estimation of a simple GAMLSS model
gamlss.scope

Generate a Scope Argument for Stepwise GAMLSS
fitted.gamlss

Extract Fitted Values For A GAMLSS Model
gen.likelihood

A function to generate the likelihood function from a GAMLSS object
lo

Specify a loess fit in a GAMLSS formula
edf

Effective degrees of freedom from gamlss model
deviance.gamlss

Global Deviance of a GAMLSS model
glim.control

Auxiliary for Controlling the inner algorithm in a GAMLSS Fitting
gamlss.ps

Support for Functions ps(), pb(), cy() and ri()
calibration

Calibrating centile curves
IC

Gives the GAIC for a GAMLSS Object
cs

Specify a Smoothing Cubic Spline Fit in a GAMLSS Formula
dtop

Detrended transformed Owen's plot
gamlss.lo

Support for Function lo()
gamlss.cs

Support for Function cs() and scs()
plot.histSmo

A Plotting Function for density estimator object histSmo
polyS

Auxiliary support for the GAMLSS
residuals.gamlss

Extract Residuals from GAMLSS model
summary.gamlss

Summarizes a GAMLSS fitted model
gamlss

Generalized Additive Models for Location Scale and Shape
gamlss.rc

Support for Function rc()
histSmo

Density estimation using the Poisson trick
random

Specify a simple random effect in a GAMLSS Formula
refit

Refit a GAMLSS model
wp

Worm plot
pdf.plot

Plots Probability Distribution Functions for GAMLSS Family
prof.term

Plotting the Profile: deviance or information criterion for one of the terms (or hyper-parameters) in a GAMLSS model
lms

A function to fit LMS curves for centile estimation
gamlss.fp

Support for Function fp()
lpred

Extract Linear Predictor Values and Standard Errors For A GAMLSS Model
prof.dev

Plotting the Profile Deviance for one of the Parameters in a GAMLSS model
print.gamlss

Prints a GAMLSS fitted model
plot.gamlss

Plot Residual Diagnostics for an GAMLSS Object
ridge

Specify Ridge regression In A GAMLSS Formula
gamlss-package

The GAMLSS library and datasets
par.plot

A function to plot parallel plot for repeated measurement data
gamlss.random

Support for Function random()
ps

Specify a Penalised B-Spline Fit in a GAMLSS Formula
predict.gamlss

Extract Predictor Values and Standard Errors For New Data In a GAMLSS Model
ra

Specify Simple Random Effect In A GAMLSS Formula
update.gamlss

Update and Re-fit a GAMLSS Model
model.frame.gamlss

Extract a model.frame, a model matrix or terms from a GAMLSS object for a given distributional parameter
rc

Specify Random Coefficients In A GAMLSS Formula
rqres.plot

Plotting Randomized Quantile Residuals
stepGAIC

Choose a model by GAIC in a Stepwise Algorithm
term.plot

Plot regression terms for a specified parameter of a GAMLSS object