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Install
install.packages('gamlss')
Monthly Downloads
13,191
Version
5.2-0
License
GPL-2 | GPL-3
Maintainer
Mikis Stasinopoulos
Last Published
September 12th, 2020
Functions in gamlss (5.2-0)
Search functions
LR.test
Likelihood Ratio test for nested GAMLSS models
Rsq
Generalised (Pseudo) R-squared for GAMLSS models
VC.test
Vuong and Clarke tests
devianceIncr
The global deviance increment
edf
Effective degrees of freedom from gamlss model
IC
Gives the GAIC for a GAMLSS Object
gamlss
Generalized Additive Models for Location Scale and Shape
acfResid
ACF plot of the residuals
gamlss-package
gamlss
additive.fit
Implementing Backfitting in GAMLSS
lms
A function to fit LMS curves for centile estimation
find.hyper
A function to select values of hyper-parameters in a GAMLSS model
bfp
Functions to fit fractional polynomials in GAMLSS
formula.gamlss
Extract the Model Formula in a GAMLSS fitted model
fittedPlot
Plots The Fitted Values of a GAMLSS Model
lo
Specify a loess fit in a GAMLSS formula
centiles.pred
Creating predictive centiles values
gamlss.random
Support for Functions random() and re()
gamlss.ps
Support for Functions for smoothers
polyS
Auxiliary support for the GAMLSS
histDist
This function plots the histogram and a fitted (GAMLSS family) distribution to a variable
centiles.split
Plots centile curves split by x for a GAMLSS object
predict.gamlss
Extract Predictor Values and Standard Errors For New Data In a GAMLSS Model
histSmo
Density estimation using the Poisson trick
fitDist
Fitting Different Parametric
gamlss.family
Distributions.
fitted.gamlss
Extract Fitted Values For A GAMLSS Model
dtop
Detrended transformed Owen's plot
gamlss.fp
Support for Function fp()
deviance.gamlss
Global Deviance of a GAMLSS model
gamlss.lo
Support for Function lo()
getPEF
Getting the partial effect function from a continuous term in a GAMLSS model
ri
Specify ridge or lasso Regression within a GAMLSS Formula
rqres.plot
Creating and Plotting Randomized Quantile Residuals
calibration
Calibrating centile curves
gamlssVGD
A Set of Functions for selecting Models using Validation or Test Data Sets and Cross Validation
pcat
Reduction for the Levels of a Factor.
gen.likelihood
A function to generate the likelihood function from a GAMLSS object
par.plot
A function to plot parallel plot for repeated measurement data
pdf.plot
Plots Probability Distribution Functions for GAMLSS Family
cs
Specify a Smoothing Cubic Spline Fit in a GAMLSS Formula
coef.gamlss
Extract Model Coefficients in a GAMLSS fitted model
gamlss.control
Auxiliary for Controlling GAMLSS Fitting
getQuantile
Getting the partial quantile function for a term
numeric.deriv
An internal GAMLSS function for numerical derivatives
gamlss.cs
Support for Function cs() and scs()
gamlss.scope
Generate a Scope Argument for Stepwise GAMLSS
model.frame.gamlss
Extract a model.frame, a model matrix or terms from a GAMLSS object for a given distributional parameter
print.gamlss
Prints a GAMLSS fitted model
prof.dev
Plotting the Profile Deviance for one of the Parameters in a GAMLSS model
quantSheets
Quantile Sheets
gamlssML
Maximum Likelihood estimation of a simple GAMLSS model
update.gamlss
Update and Re-fit a GAMLSS Model
random
Specify a random intercept model in a GAMLSS formula
getSmo
Extracting Smoother information from a GAMLSS fitted object
wp
Worm plot
glim.control
Auxiliary for Controlling the inner algorithm in a GAMLSS Fitting
plot.gamlss
Plot Residual Diagnostics for an GAMLSS Object
summary.gamlss
Summarizes a GAMLSS fitted model
plot.histSmo
A Plotting Function for density estimator object histSmo
plot2way
Function to plot two interaction in a GAMLSS model
term.plot
Plot regression terms for a specified parameter of a fitted GAMLSS object
loglogSurv
Survival function plots for checking the tail behaviour of the data
rvcov
Robust Variance-Covariance matrix of the parameters from a fitted GAMLSS model
stepGAIC
Choose a model by GAIC in a Stepwise Algorithm
lpred
Extract Linear Predictor Values and Standard Errors For A GAMLSS Model
prof.term
Plotting the Profile: deviance or information criterion for one of the terms (or hyper-parameters) in a GAMLSS model
z.scores
Z-scores for lms objects
ps
P-Splines Fits in a GAMLSS Formula
refit
Refit a GAMLSS model
residuals.gamlss
Extract Residuals from GAMLSS model
Q.stats
A function to calculate the Q-statistics
centiles
Plots the centile curves for a GAMLSS object
centiles.com
Comparing centiles from different GAMLSS models