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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

22,560

Version

5.0-5

License

GPL-2 | GPL-3

Maintainer

Mikis Stasinopoulos

Last Published

November 12th, 2017

Functions in gamlss (5.0-5)

Generalised (Pseudo) R-squared for GAMLSS models

Vuong and Clarke tests

Plots the centile curves for a GAMLSS object

Comparing centiles from different GAMLSS models

Support for Function cs() and scs()

Support for Function fp()

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

A function to generate the likelihood function from a GAMLSS object

Specify a loess fit in a GAMLSS formula

Log-Log Survival function plots for checking the tail behaviour of the data

Quantile Sheets

Specify a random intercept model in a GAMLSS formula

Update and Re-fit a GAMLSS Model

Z-scores for lms objects

Likelihood Ratio test for nested GAMLSS models

A function to calculate the Q-statistics

Creating predictive centiles values

Plots centile curves split by x for a GAMLSS object

Support for Function lo()

The GAMLSS library and datasets

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

ACF plot of the residuals

Implementing Backfitting in GAMLSS

deviance.gamlss

Global Deviance of a GAMLSS model

Extracting Smoother information from a GAMLSS fitted object

A function to plot parallel plot for repeated measurement data

Reduction for the Levels of a Factor.

Auxiliary support for the GAMLSS

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

Detrended transformed Owen's plot

Fits Different Parametric gamlss.family distributions to data

Extract Fitted Values For A GAMLSS Model

Auxiliary for Controlling the inner algorithm in a GAMLSS Fitting

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

Density estimation using the Poisson trick

A function to fit LMS curves for centile estimation

A Plotting Function for density estimator object histSmo

Function to plot two interaction in a GAMLSS model

Refit a GAMLSS model

residuals.gamlss

Extract Residuals from GAMLSS model

Specify ridge or lasso Regression within a GAMLSS Formula

Creating and Plotting Randomized Quantile Residuals

The global deviance increment

Functions to fit fractional polynomials in GAMLSS

Effective degrees of freedom from gamlss model

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

Plots The Fitted Values of a GAMLSS Model

Calibrating centile curves

Extract Model Coefficients in a GAMLSS fitted model

Specify a Smoothing Cubic Spline Fit in a GAMLSS Formula

Generalized Additive Models for Location Scale and Shape

Auxiliary for Controlling GAMLSS Fitting

Gives the GAIC for a GAMLSS Object

Maximum Likelihood estimation of a simple GAMLSS model

Extract Linear Predictor Values and Standard Errors For A GAMLSS Model

model.frame.gamlss

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

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

Extract the Model Formula in a GAMLSS fitted model

P-Splines Fits in a GAMLSS Formula

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

Choose a model by GAIC in a Stepwise Algorithm

Support for Functions for smoothers

Support for Functions random() and re()

Plot Residual Diagnostics for an GAMLSS Object

Prints a GAMLSS fitted model

Plots Probability Distribution Functions for GAMLSS Family

Generate a Scope Argument for Stepwise GAMLSS

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

Summarizes a GAMLSS fitted model

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