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Install
install.packages('gamlss')
Monthly Downloads
21,425
Version
5.3-2
License
GPL-2 | GPL-3
Maintainer
Mikis Stasinopoulos
Last Published
March 16th, 2021
Functions in gamlss (5.3-2)
Search functions
acfResid
ACF plot of the residuals
devianceIncr
The global deviance increment
bfp
Functions to fit fractional polynomials in GAMLSS
LR.test
Likelihood Ratio test for nested GAMLSS models
IC
Gives the GAIC for a GAMLSS Object
Q.stats
A function to calculate the Q-statistics
Rsq
Generalised (Pseudo) R-squared for GAMLSS models
additive.fit
Implementing Backfitting in GAMLSS
VC.test
Vuong and Clarke tests
calibration
Calibrating centile curves
centiles.pred
Creating predictive centiles values
centiles.com
Comparing centiles from different GAMLSS models
centiles
Plots the centile curves for a GAMLSS object
centiles.split
Plots centile curves split by x for a GAMLSS object
find.hyper
A function to select values of hyper-parameters in a GAMLSS model
edf
Effective degrees of freedom from gamlss model
fitDist
Fitting Different Parametric
gamlss.family
Distributions.
fitted.gamlss
Extract Fitted Values For A GAMLSS Model
gamlss
Generalized Additive Models for Location Scale and Shape
gamlss-package
gamlss
formula.gamlss
Extract the Model Formula in a GAMLSS fitted model
fittedPlot
Plots The Fitted Values of a GAMLSS Model
deviance.gamlss
Global Deviance of a GAMLSS model
dtop
Detrended transformed Owen's plot
gamlss.lo
Support for Function lo()
gamlss.ps
Support for Functions for smoothers
getSmo
Extracting Smoother information from a GAMLSS fitted object
getPEF
Getting the partial effect function from a continuous term in a GAMLSS model
glim.control
Auxiliary for Controlling the inner algorithm in a GAMLSS Fitting
gamlss.fp
Support for Function fp()
gamlss.random
Support for Functions random() and re()
gen.likelihood
A function to generate the likelihood function from a GAMLSS object
gamlssVGD
A Set of Functions for selecting Models using Validation or Test Data Sets and Cross Validation
histDist
This function plots the histogram and a fitted (GAMLSS family) distribution to a variable
par.plot
A function to plot parallel plot for repeated measurement data
loglogSurv
Survival function plots for checking the tail behaviour of the data
lpred
Extract Linear Predictor Values and Standard Errors For A GAMLSS Model
pcat
Reduction for the Levels of a Factor.
histSmo
Density estimation using the Poisson trick
lo
Specify a loess fit in a GAMLSS formula
lms
A function to fit LMS curves for centile estimation
getQuantile
Getting the partial quantile function for a term
cs
Specify a Smoothing Cubic Spline Fit in a GAMLSS Formula
gamlssML
Maximum Likelihood estimation of a simple GAMLSS model
gamlss.control
Auxiliary for Controlling GAMLSS Fitting
coef.gamlss
Extract Model Coefficients in a GAMLSS fitted model
gamlss.scope
Generate a Scope Argument for Stepwise GAMLSS
prof.term
Plotting the Profile: deviance or information criterion for one of the terms (or hyper-parameters) in a GAMLSS model
gamlss.cs
Support for Function cs() and scs()
model.frame.gamlss
Extract a model.frame, a model matrix or terms from a GAMLSS object for a given distributional parameter
numeric.deriv
An internal GAMLSS function for numerical derivatives
print.gamlss
Prints a GAMLSS fitted model
ps
P-Splines Fits in a GAMLSS Formula
prof.dev
Plotting the Profile Deviance for one of the Parameters in a GAMLSS model
predict.gamlss
Extract Predictor Values and Standard Errors For New Data In a GAMLSS Model
polyS
Auxiliary support for the GAMLSS
summary.gamlss
Summarizes a GAMLSS fitted model
term.plot
Plot regression terms for a specified parameter of a fitted GAMLSS object
z.scores
Z-scores for lms objects
plot2way
Function to plot two interaction in a GAMLSS model
rvcov
Robust Variance-Covariance matrix of the parameters from a fitted GAMLSS model
plot.histSmo
A Plotting Function for density estimator object histSmo
pdf.plot
Plots Probability Distribution Functions for GAMLSS Family
stepGAIC
Choose a model by GAIC in a Stepwise Algorithm
refit
Refit a GAMLSS model
update.gamlss
Update and Re-fit a GAMLSS Model
residuals.gamlss
Extract Residuals from GAMLSS model
plot.gamlss
Plot Residual Diagnostics for an GAMLSS Object
rqres.plot
Creating and Plotting Randomized Quantile Residuals
ri
Specify ridge or lasso Regression within a GAMLSS Formula
wp
Worm plot
random
Specify a random intercept model in a GAMLSS formula
quantSheets
Quantile Sheets