gamlss

The global deviance increment

Gives the GAIC for a GAMLSS Object

Likelihood Ratio test for nested GAMLSS models

A function to calculate the Q-statistics

Generalised (Pseudo) R-squared for GAMLSS models

Vuong and Clarke tests

ACF plot of the residuals

Implementing Backfitting in GAMLSS

Functions to fit fractional polynomials in GAMLSS

Calibrating centile curves

Plots the centile curves for a GAMLSS object

Comparing centiles from different GAMLSS models

Creating predictive centiles values

Plots centile curves split by x for a GAMLSS object

Extract Model Coefficients in a GAMLSS fitted model

Specify a Smoothing Cubic Spline Fit in a GAMLSS Formula

Global Deviance of a GAMLSS model

Detrended transformed Owen's plot

Effective degrees of freedom from gamlss model

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

Fitting Different Parametric gamlss.family Distributions.

Extract Fitted Values For A GAMLSS Model

Plots The Fitted Values of a GAMLSS Model

Extract the Model Formula in a GAMLSS fitted model

Generalized Additive Models for Location Scale and Shape

Generalised Additive Models for Location Scale and Shape

Auxiliary for Controlling GAMLSS Fitting

Support for Function cs() and scs()

Support for Function fp()

Support for Function lo()

Support for Functions for smoothers

Support for Functions random() and re()

Generate a Scope Argument for Stepwise GAMLSS

Maximum Likelihood estimation of a simple GAMLSS model

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

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

Getting the partial quantile function for a term

Extracting Smoother information from a GAMLSS fitted object

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

Specify a loess fit in a GAMLSS formula

Survival function plots for checking the tail behaviour of the data

Extract Linear Predictor Values and Standard Errors For A GAMLSS Model

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

An internal GAMLSS function for numerical derivatives

A function to plot parallel plot for repeated measurement data

Reduction for the Levels of a Factor.

Plots Probability Distribution Functions for GAMLSS Family

Plot Residual Diagnostics for an GAMLSS Object

A Plotting Function for density estimator object histSmo

Function to plot two interaction in a GAMLSS model

Auxiliary support for the GAMLSS

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

Prints a GAMLSS fitted model

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

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

P-Splines Fits in a GAMLSS Formula

Quantile Sheets

Specify a random intercept model in a GAMLSS formula

Refit a GAMLSS model

Extract Residuals from GAMLSS model

Specify ridge or lasso Regression within a GAMLSS Formula

Creating and Plotting Randomized Quantile Residuals

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

Choose a model by GAIC in a Stepwise Algorithm

Summarizes a GAMLSS fitted model

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

Update and Re-fit a GAMLSS Model

Worm plot

Z-scores for lms objects