Generalized Additive Models for Location Scale and Shape.


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Documentation for package ‘gamlss’ version 4.0-8

Help Pages

gamlss-package The GAMLSS library and datasets
additive.fit Implementing Backfitting in GAMLSS
AIC.gamlss Gives the GAIC for a GAMLSS Object
bfp Functions to fit fractional polynomials in GAMLSS
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
cy Specify a Penalised Beta (Regression) Spline Fit in a GAMLSS Formula
cy.control Specify a Penalised Beta (Regression) Spline Fit in a GAMLSS Formula
deviance.gamlss Global Deviance of a GAMLSS model
dtop Detrended transformed Owen's plot
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
find.hyper A function to select values of hyperparameters in a GAMLSS model
fitted.gamlss Extract Fitted Values For A GAMLSS Model
fitted.plot 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
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(), s() and vc()
gamlss.cy Support for Functions ps(), pb(), cy() and ri()
gamlss.fp Support for Function fp()
gamlss.lo Support for Function lo()
gamlss.pb Support for Functions ps(), pb(), cy() and ri()
gamlss.pp Support for Function fp()
gamlss.ps Support for Functions ps(), pb(), cy() and ri()
gamlss.pvc Support for Functions ps(), pb(), cy() and ri()
gamlss.ra Support for Function ra()
gamlss.random Support for Function random()
gamlss.rc Support for Function rc()
gamlss.ri Support for Functions ps(), pb(), cy() and ri()
gamlss.ridge Support for Functions ps(), pb(), cy() and ri()
gamlss.scope Generate a Scope Argument for Stepwise GAMLSS
gamlss.scs Support for Function cs(), s() and vc()
gamlss.vc Support for Function cs(), s() and vc()
gamlssNews Generalized Additive Models for Location Scale and Shape
glim.control Auxiliary for Controlling the inner algorithm in a GAMLSS Fitting
histDist This function plots the histogram and a fitted (GAMLSS family) distribution to a variable
IC Gives the GAIC for a GAMLSS Object
is.gamlss Generalized Additive Models for Location Scale and Shape
lo Specify a loess fit in a GAMLSS formula
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
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
par.plot A function to plot parallel plot for repeated measurement data
pb Specify a Penalised Beta (Regression) Spline Fit in a GAMLSS Formula
pb.control Specify a Penalised Beta (Regression) Spline Fit in a GAMLSS Formula
pdf.plot Plots Probability Distribution Functions for GAMLSS Family
plot.gamlss Plot Residual Diagnostics for an GAMLSS Object
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 Beta (Regression) Spline Fit in a GAMLSS Formula
pvc Specify a Penalised Beta (Regression) Spline Fit in a GAMLSS Formula
pvc.control Specify a Penalised Beta (Regression) Spline Fit in a GAMLSS Formula
Q.stats A function to calculate the Q-statistics
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
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
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
update.gamlss Update and Re-fit a GAMLSS Model
vc Specify a Smoothing Cubic Spline Fit in a GAMLSS Formula
VGD Validation (or test) data global deviance
VGD1 Validation (or test) data global deviance
VGD2 Validation (or test) data global deviance
wp Worm plot