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gamlss (version 4.2-8)
Generalised Additive Models for Location Scale and Shape.
Description
The library for fitting GAMLSS models.
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Install
install.packages('gamlss')
Monthly Downloads
11,026
Version
4.2-8
License
GPL-2 | GPL-3
Maintainer
Mikis Stasinopoulos
Last Published
March 25th, 2014
Functions in gamlss (4.2-8)
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gamlss-package
The GAMLSS library and datasets
acfResid
ACF plot of the residuals
gamlss
Generalized Additive Models for Location Scale and Shape
dtop
Detrended transformed Owen's plot
gamlss.scope
Generate a Scope Argument for Stepwise GAMLSS
bfp
Functions to fit fractional polynomials in GAMLSS
formula.gamlss
Extract the Model Formula in a GAMLSS fitted model
centiles.split
Plots centile curves split by x for a GAMLSS object
stepGAIC
Choose a model by GAIC in a Stepwise Algorithm
wp
Worm plot
cs
Specify a Smoothing Cubic Spline Fit in a GAMLSS Formula
VGD
Validation (or test) data global deviance
ridge
Specify Ridge regression In A GAMLSS Formula
plot.histSmo
A Plotting Function for density estimator object histSmo
gamlss.control
Auxiliary for Controlling GAMLSS Fitting
rc
Specify Random Coefficients In A GAMLSS Formula
glim.control
Auxiliary for Controlling the inner algorithm in a GAMLSS Fitting
fitted.gamlss
Extract Fitted Values For A GAMLSS Model
loglogSurv
Log-Log Survival function plots for checking the tail behaviour of the data
additive.fit
Implementing Backfitting in GAMLSS
rqres.plot
Plotting Randomized Quantile Residuals
gen.likelihood
A function to generate the likelihood function from a GAMLSS object
histSmo
Density estimation using the Poisson trick
model.frame.gamlss
Extract a model.frame, a model matrix or terms from a GAMLSS object for a given distributional parameter
residuals.gamlss
Extract Residuals from GAMLSS model
IC
Gives the GAIC for a GAMLSS Object
getSmo
Extracting Smoother information from a GAMLSS fitted object
par.plot
A function to plot parallel plot for repeated measurement data
update.gamlss
Update and Re-fit a GAMLSS Model
print.gamlss
Prints a GAMLSS fitted model
centiles.pred
Creating predictive centiles values
gamlss.lo
Support for Function lo()
centiles
Plots the centile curves for a GAMLSS object
prof.dev
Plotting the Profile Deviance for one of the Parameters in a GAMLSS model
term.plot
Plot regression terms for a specified parameter of a GAMLSS object
Q.stats
A function to calculate the Q-statistics
plot.gamlss
Plot Residual Diagnostics for an GAMLSS Object
summary.gamlss
Summarizes a GAMLSS fitted model
ra
Specify Simple Random Effect In A GAMLSS Formula
polyS
Auxiliary support for the GAMLSS
centiles.com
Comparing centiles from different GAMLSS models
pdf.plot
Plots Probability Distribution Functions for GAMLSS Family
lo
Specify a loess fit in a GAMLSS formula
gamlssML
Maximum Likelihood estimation of a simple GAMLSS model
histDist
This function plots the histogram and a fitted (GAMLSS family) distribution to a variable
lpred
Extract Linear Predictor Values and Standard Errors For A GAMLSS Model
gamlss.ra
Support for Function ra()
gamlss.random
Support for Function random()
find.hyper
A function to select values of hyper-parameters in a GAMLSS model
rvcov
Robust Variance-Covariance matrix of the parameters from a fitted GAMLSS model
calibration
Calibrating centile curves
Rsq
Generalised (Pseudo) R-squared for GAMLSS models
prof.term
Plotting the Profile: deviance or information criterion for one of the terms (or hyper-parameters) in a GAMLSS model
gamlss.ps
Support for Functions for smoothers
gamlss.cs
Support for Function cs() and scs()
lms
A function to fit LMS curves for centile estimation
ps
Specify a Penalised B-Spline Fits in a GAMLSS Formula
edf
Effective degrees of freedom from gamlss model
plot2way
Function to plot two interaction in a GAMLSS model
random
Specify a simple random effect in a GAMLSS Formula
fitDist
Fits Different Parametric
gamlss.family
distributions to data
deviance.gamlss
Global Deviance of a GAMLSS model
coef.gamlss
Extract Model Coefficients in a GAMLSS fitted model
gamlss.fp
Support for Function fp()
refit
Refit a GAMLSS model
LR.test
Likelihood Ratio test for nested GAMLSS models
gamlss.rc
Support for Function rc()
fittedPlot
Plots The Fitted Values of a GAMLSS Model
predict.gamlss
Extract Predictor Values and Standard Errors For New Data In a GAMLSS Model