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GAMLSS-original

Those are the function for creating the package gamlss

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Version

Install

install.packages('gamlss')

Monthly Downloads

16,306

Version

5.1-4

License

GPL-2 | GPL-3

Maintainer

Mikis Stasinopoulos

Last Published

May 18th, 2019

Functions in gamlss (5.1-4)

Generalised (Pseudo) R-squared for GAMLSS models

Functions to fit fractional polynomials in GAMLSS

ACF plot of the residuals

Calibrating centile curves

Vuong and Clarke tests

Implementing Backfitting in GAMLSS

Creating predictive centiles values

Generalized Additive Models for Location Scale and Shape

Support for Functions for smoothers

Plots centile curves split by x for a GAMLSS object

Support for Functions random() and re()

model.frame.gamlss

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

deviance.gamlss

Global Deviance of a GAMLSS model

An internal GAMLSS function for numerical derivatives

Support for Function fp()

Support for Function lo()

Plotting the Profile: deviance or information criterion for one of the terms (or hyper-parameters) in a GAMLSS model

Plots the centile curves for a GAMLSS object

Detrended transformed Owen's plot

Generate a Scope Argument for Stepwise GAMLSS

Extract Fitted Values For A GAMLSS Model

Fitting Different Parametric gamlss.family Distributions.

A function to generate the likelihood function from a GAMLSS object

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

Maximum Likelihood estimation of a simple GAMLSS model

P-Splines Fits in a GAMLSS Formula

Survival function plots for checking the tail behaviour of the data

Likelihood Ratio test for nested GAMLSS models

A function to plot parallel plot for repeated measurement data

A function to calculate the Q-statistics

Extract Linear Predictor Values and Standard Errors For A GAMLSS Model

Effective degrees of freedom from gamlss model

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

Reduction for the Levels of a Factor.

Auxiliary for Controlling GAMLSS Fitting

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

A Plotting Function for density estimator object histSmo

Comparing centiles from different GAMLSS models

Support for Function cs() and scs()

Function to plot two interaction in a GAMLSS model

Extracting Smoother information from a GAMLSS fitted object

Auxiliary for Controlling the inner algorithm in a GAMLSS Fitting

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

Choose a model by GAIC in a Stepwise Algorithm

The global deviance increment

Gives the GAIC for a GAMLSS Object

Plots Probability Distribution Functions for GAMLSS Family

Extract Model Coefficients in a GAMLSS fitted model

Getting the partial quantile function for a term

This function plots the histogram and a fitted (GAMLSS family) distribution to a variable

Plot Residual Diagnostics for an GAMLSS Object

Density estimation using the Poisson trick

Specify ridge or lasso Regression within a GAMLSS Formula

Specify a Smoothing Cubic Spline Fit in a GAMLSS Formula

Plots The Fitted Values of a GAMLSS Model

A function to fit LMS curves for centile estimation

Extract the Model Formula in a GAMLSS fitted model

Creating and Plotting Randomized Quantile Residuals

Quantile Sheets

Specify a loess fit in a GAMLSS formula

Specify a random intercept model in a GAMLSS formula

Update and Re-fit a GAMLSS Model

Prints a GAMLSS fitted model

Z-scores for lms objects

Auxiliary support for the GAMLSS

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

Summarizes a GAMLSS fitted model

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

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

Refit a GAMLSS model

residuals.gamlss

Extract Residuals from GAMLSS model