Generalised Additive Models for Location Scale and Shape.


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Documentation for package ‘gamlss’ version 4.2-8

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A B C D E F G H I L M P Q R S T U V W

gamlss-package The GAMLSS library and datasets

-- A --

acfResid ACF plot of the residuals
additive.fit Implementing Backfitting in GAMLSS
AIC.gamlss Gives the GAIC for a GAMLSS Object

-- B --

bfp Functions to fit fractional polynomials in GAMLSS

-- C --

calibration Calibrating centile curves
centiles Plots the centile curves for a GAMLSS object
centiles.com Comparing centiles from different GAMLSS models
centiles.fan Plots the centile curves for a GAMLSS object
centiles.pred Creating predictive centiles values
centiles.split Plots centile curves split by x for a GAMLSS object
coef.gamlss Extract Model Coefficients in a GAMLSS fitted model
cs Specify a Smoothing Cubic Spline Fit in a GAMLSS Formula
cs.control Specify a Smoothing Cubic Spline Fit in a GAMLSS Formula
cy Specify a Penalised B-Spline Fits in a GAMLSS Formula
cy.control Specify a Penalised B-Spline Fits in a GAMLSS Formula

-- D --

deviance.gamlss Global Deviance of a GAMLSS model
dtop Detrended transformed Owen's plot

-- E --

edf Effective degrees of freedom from gamlss model
edfAll Effective degrees of freedom from gamlss model
extractAIC.gamlss Gives the GAIC for a GAMLSS Object

-- F --

find.hyper A function to select values of hyper-parameters in a GAMLSS model
fitDist Fits Different Parametric 'gamlss.family' distributions to data
fitted.gamlss Extract Fitted Values For A GAMLSS Model
fittedPlot Plots The Fitted Values of a GAMLSS Model
formula.gamlss Extract the Model Formula in a GAMLSS fitted model
fp Functions to fit fractional polynomials in GAMLSS
fv Extract Fitted Values For A GAMLSS Model

-- G --

GAIC Gives the GAIC for a GAMLSS Object
gamlss Generalized Additive Models for Location Scale and Shape
gamlss.control Auxiliary for Controlling GAMLSS Fitting
gamlss.cs Support for Function cs() and scs()
gamlss.cy Support for Functions for smoothers
gamlss.fp Support for Function fp()
gamlss.lo Support for Function lo()
gamlss.pb Support for Functions for smoothers
gamlss.pbm Support for Functions for smoothers
gamlss.pp Support for Function fp()
gamlss.ps Support for Functions for smoothers
gamlss.pvc Support for Functions for smoothers
gamlss.ra Support for Function ra()
gamlss.random Support for Function random()
gamlss.rc Support for Function rc()
gamlss.ri Support for Functions for smoothers
gamlss.ridge Support for Functions for smoothers
gamlss.scope Generate a Scope Argument for Stepwise GAMLSS
gamlssML Maximum Likelihood estimation of a simple GAMLSS model
gamlssNews Generalized Additive Models for Location Scale and Shape
gen.likelihood A function to generate the likelihood function from a GAMLSS object
get.K Robust Variance-Covariance matrix of the parameters from a fitted GAMLSS model
getSmo Extracting Smoother information from a GAMLSS fitted object
glim.control Auxiliary for Controlling the inner algorithm in a GAMLSS Fitting

-- H --

histDist This function plots the histogram and a fitted (GAMLSS family) distribution to a variable
histSmo Density estimation using the Poisson trick
histSmoC Density estimation using the Poisson trick
histSmoO Density estimation using the Poisson trick
histSmoP Density estimation using the Poisson trick

-- I --

IC Gives the GAIC for a GAMLSS Object
is.gamlss Generalized Additive Models for Location Scale and Shape

-- L --

lms A function to fit LMS curves for centile estimation
lo Specify a loess fit in a GAMLSS formula
lo.control Specify a loess fit in a GAMLSS formula
loglogSurv Log-Log Survival function plots for checking the tail behaviour of the data
loglogSurv1 Log-Log Survival function plots for checking the tail behaviour of the data
loglogSurv2 Log-Log Survival function plots for checking the tail behaviour of the data
loglogSurv3 Log-Log Survival function plots for checking the tail behaviour of the data
logSurv Log-Log Survival function plots for checking the tail behaviour of the data
lp Extract Linear Predictor Values and Standard Errors For A GAMLSS Model
lpred Extract Linear Predictor Values and Standard Errors For A GAMLSS Model
LR.test Likelihood Ratio test for nested GAMLSS models

-- M --

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

-- P --

par.plot A function to plot parallel plot for repeated measurement data
pb Specify a Penalised B-Spline Fits in a GAMLSS Formula
pb.control Specify a Penalised B-Spline Fits in a GAMLSS Formula
pbm Specify a Penalised B-Spline Fits in a GAMLSS Formula
pbm.control Specify a Penalised B-Spline Fits in a GAMLSS Formula
pdf.plot Plots Probability Distribution Functions for GAMLSS Family
plot.gamlss Plot Residual Diagnostics for an GAMLSS Object
plot.histSmo A Plotting Function for density estimator object histSmo
plot2way Function to plot two interaction in a GAMLSS model
poly.matrix Auxiliary support for the GAMLSS
polyS Auxiliary support for the GAMLSS
pp Functions to fit fractional polynomials in GAMLSS
predict.gamlss Extract Predictor Values and Standard Errors For New Data In a GAMLSS Model
predictAll Extract Predictor Values and Standard Errors For New Data In a GAMLSS Model
print.gamlss Prints a GAMLSS fitted model
prof.dev Plotting the Profile Deviance for one of the Parameters in a GAMLSS model
prof.term Plotting the Profile: deviance or information criterion for one of the terms (or hyper-parameters) in a GAMLSS model
ps Specify a Penalised B-Spline Fits in a GAMLSS Formula
pvc Specify a Penalised B-Spline Fits in a GAMLSS Formula
pvc.control Specify a Penalised B-Spline Fits in a GAMLSS Formula

-- Q --

Q.stats A function to calculate the Q-statistics

-- R --

ra Specify Simple Random Effect In A GAMLSS Formula
random Specify a simple random effect in a GAMLSS Formula
rc Specify Random Coefficients In A GAMLSS Formula
refit Refit a GAMLSS model
residuals.gamlss Extract Residuals from GAMLSS model
ri Specify Ridge regression In A GAMLSS Formula
ridge Specify Ridge regression In A GAMLSS Formula
rqres.plot Plotting Randomized Quantile Residuals
Rsq Generalised (Pseudo) R-squared for GAMLSS models
rvcov Robust Variance-Covariance matrix of the parameters from a fitted GAMLSS model

-- S --

scs Specify a Smoothing Cubic Spline Fit in a GAMLSS Formula
stepGAIC Choose a model by GAIC in a Stepwise Algorithm
stepGAIC.CH Choose a model by GAIC in a Stepwise Algorithm
stepGAIC.VR Choose a model by GAIC in a Stepwise Algorithm
stepGAICAll.A Choose a model by GAIC in a Stepwise Algorithm
stepGAICAll.B Choose a model by GAIC in a Stepwise Algorithm
stepTGD Choose a model by GAIC in a Stepwise Algorithm
summary.gamlss Summarizes a GAMLSS fitted model

-- T --

term.plot Plot regression terms for a specified parameter of a GAMLSS object
terms.gamlss Extract a model.frame, a model matrix or terms from a GAMLSS object for a given distributional parameter
TGD Validation (or test) data global deviance

-- U --

update.gamlss Update and Re-fit a GAMLSS Model

-- V --

VGD Validation (or test) data global deviance
VGD1 Validation (or test) data global deviance
VGD2 Validation (or test) data global deviance

-- W --

wp Worm plot