`install.packages('gamlss')`

26,971

5.4-12

GPL-2 | GPL-3

January 27th, 2023

Rsq

Generalised (Pseudo) R-squared for GAMLSS models

VC.test

Vuong and Clarke tests

IC

Gives the GAIC for a GAMLSS Object

devianceIncr

The global deviance increment

bp

Bucket plot

Q.stats

A function to calculate the Q-statistics

additive.fit

Implementing Backfitting in GAMLSS

acfResid

ACF plot of the residuals

LR.test

Likelihood Ratio test for nested GAMLSS models

bfp

Functions to fit fractional polynomials in GAMLSS

centiles.split

Plots centile curves split by x for a GAMLSS object

cs

Specify a Smoothing Cubic Spline Fit in a GAMLSS Formula

centiles.com

Comparing centiles from different GAMLSS models

coef.gamlss

Extract Model Coefficients in a GAMLSS fitted model

dtop

Detrended transformed Owen's plot

edf

Effective degrees of freedom from gamlss model

centiles

Plots the centile curves for a GAMLSS object

calibration

Calibrating centile curves

deviance.gamlss

Global Deviance of a GAMLSS model

centiles.pred

Creating predictive centiles values

gamlss.control

Auxiliary for Controlling GAMLSS Fitting

fitted.gamlss

Extract Fitted Values For A GAMLSS Model

gamlss

Generalized Additive Models for Location Scale and Shape

fittedPlot

Plots The Fitted Values of a GAMLSS Model

formula.gamlss

Extract the Model Formula in a GAMLSS fitted model

find.hyper

A function to select values of hyper-parameters in a GAMLSS model

fitDist

Fitting Different Parametric

`gamlss.family`

Distributions.gamlss-package

tools:::Rd_package_title("gamlss")

gamlss.cs

Support for Function cs() and scs()

gamlss.fp

Support for Function fp()

getQuantile

Getting the partial quantile function for a term

gamlss.scope

Generate a Scope Argument for Stepwise GAMLSS

gamlssML

Maximum Likelihood estimation of a simple GAMLSS model

gamlss.lo

Support for Function lo()

gen.likelihood

A function to generate the likelihood function from a GAMLSS object

gamlss.ps

Support for Functions for smoothers

getSmo

Extracting Smoother information from a GAMLSS fitted object

gamlss.random

Support for Functions random() and re()

getPEF

Getting the partial effect function from a continuous term in a GAMLSS model

gamlssVGD

A Set of Functions for selecting Models using Validation or Test Data Sets and Cross Validation

numeric.deriv

An internal GAMLSS function for numerical derivatives

lo

Specify a loess fit in a GAMLSS formula

histSmo

Density estimation using the Poisson trick

lms

A function to fit LMS curves for centile estimation

lpred

Extract Linear Predictor Values and Standard Errors For A GAMLSS Model

loglogSurv

Survival function plots for checking the tail behaviour of the data

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

par.plot

A function to plot parallel plot for repeated measurement data

plot.gamlss

Plot Residual Diagnostics for an GAMLSS Object

model.frame.gamlss

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

plot.histSmo

A Plotting Function for density estimator object histSmo

prof.dev

Plotting the Profile Deviance for one of the Parameters in a GAMLSS model

pcat

Reduction for the Levels of a Factor.

pdf.plot

Plots Probability Distribution Functions for GAMLSS Family

plot2way

Function to plot two interaction 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

polyS

Auxiliary support for the GAMLSS

residuals.gamlss

Extract Residuals from GAMLSS model

ri

Specify ridge or lasso Regression within a GAMLSS Formula

predict.gamlss

Extract Predictor Values and Standard Errors For New Data In a GAMLSS Model

print.gamlss

Prints a GAMLSS fitted model

rqres.plot

Creating and Plotting Randomized Quantile Residuals

rvcov

Robust Variance-Covariance matrix of the parameters from a fitted GAMLSS model

ps

P-Splines Fits in a GAMLSS Formula

quantSheets

Quantile Sheets

summary.gamlss

Summarizes a GAMLSS fitted model

stepGAIC

Choose a model by GAIC in a Stepwise Algorithm

random

Specify a random intercept model in a GAMLSS formula

refit

Refit a GAMLSS model

wp

Worm plot

z.scores

Z-scores for lms objects

term.plot

Plot regression terms for a specified parameter of a fitted GAMLSS object

update.gamlss

Update and Re-fit a GAMLSS Model