`install.packages('gamlss')`

16,306

5.2-0

GPL-2 | GPL-3

September 12th, 2020

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