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gamlss (version 4.3-4)
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
4.3-4
License
GPL-2 | GPL-3
Maintainer
Mikis Stasinopoulos
Last Published
February 3rd, 2015
Functions in gamlss (4.3-4)
Search all functions
cs
Specify a Smoothing Cubic Spline Fit in a GAMLSS Formula
gamlss.lo
Support for Function lo()
lms
A function to fit LMS curves for centile estimation
summary.gamlss
Summarizes a GAMLSS fitted model
find.hyper
A function to select values of hyper-parameters in a GAMLSS model
centiles.com
Comparing centiles from different GAMLSS models
edf
Effective degrees of freedom from gamlss model
centiles.split
Plots centile curves split by x for a GAMLSS object
rqres.plot
Plotting Randomized Quantile Residuals
residuals.gamlss
Extract Residuals from GAMLSS model
gamlss.scope
Generate a Scope Argument for Stepwise GAMLSS
dtop
Detrended transformed Owen's plot
polyS
Auxiliary support for the GAMLSS
fitDist
Fits Different Parametric
gamlss.family
distributions to data
rvcov
Robust Variance-Covariance matrix of the parameters from a fitted GAMLSS model
gamlssML
Maximum Likelihood estimation of a simple GAMLSS model
IC
Gives the GAIC for a GAMLSS Object
formula.gamlss
Extract the Model Formula in a GAMLSS fitted model
prof.term
Plotting the Profile: deviance or information criterion for one of the terms (or hyper-parameters) in a GAMLSS model
deviance.gamlss
Global Deviance of a GAMLSS model
print.gamlss
Prints a GAMLSS fitted model
update.gamlss
Update and Re-fit a GAMLSS Model
random
Specify random effects in a GAMLSS formula
Q.stats
A function to calculate the Q-statistics
stepGAIC
Choose a model by GAIC in a Stepwise Algorithm
par.plot
A function to plot parallel plot for repeated measurement data
fitted.gamlss
Extract Fitted Values For A GAMLSS Model
Rsq
Generalised (Pseudo) R-squared for GAMLSS models
plot.histSmo
A Plotting Function for density estimator object histSmo
wp
Worm plot
model.frame.gamlss
Extract a model.frame, a model matrix or terms from a GAMLSS object for a given distributional parameter
loglogSurv
Log-Log Survival function plots for checking the tail behaviour of the data
ps
Specify a Penalised B-Spline Fits in a GAMLSS Formula
acfResid
ACF plot of the residuals
pdf.plot
Plots Probability Distribution Functions for GAMLSS Family
prof.dev
Plotting the Profile Deviance for one of the Parameters in a GAMLSS model
additive.fit
Implementing Backfitting in GAMLSS
VGD
Validation (or test) data global deviance
term.plot
Plot regression terms for a specified parameter of a fitted GAMLSS object
LR.test
Likelihood Ratio test for nested GAMLSS models
plot2way
Function to plot two interaction in a GAMLSS model
fittedPlot
Plots The Fitted Values of a GAMLSS Model
gamlss.fp
Support for Function fp()
coef.gamlss
Extract Model Coefficients in a GAMLSS fitted model
gamlss-package
The GAMLSS library and datasets
centiles.pred
Creating predictive centiles values
ridge
Specify Ridge regression In A GAMLSS Formula
z.scores
Z-scores for lms objects
centiles
Plots the centile curves for a GAMLSS object
predict.gamlss
Extract Predictor Values and Standard Errors For New Data In a GAMLSS Model
gamlss.control
Auxiliary for Controlling GAMLSS Fitting
plot.gamlss
Plot Residual Diagnostics for an GAMLSS Object
gamlss.ps
Support for Functions for smoothers
lpred
Extract Linear Predictor Values and Standard Errors For A GAMLSS Model
histDist
This function plots the histogram and a fitted (GAMLSS family) distribution to a variable
gamlss.cs
Support for Function cs() and scs()
quantSheets
Quantile Sheets
getSmo
Extracting Smoother information from a GAMLSS fitted object
refit
Refit a GAMLSS model
bfp
Functions to fit fractional polynomials in GAMLSS
gamlss
Generalized Additive Models for Location Scale and Shape
calibration
Calibrating centile curves
lo
Specify a loess fit in a GAMLSS formula
glim.control
Auxiliary for Controlling the inner algorithm in a GAMLSS Fitting
gamlss.random
Support for Functions random() and re()
histSmo
Density estimation using the Poisson trick
gen.likelihood
A function to generate the likelihood function from a GAMLSS object