Likelihood Ratio test for nested GAMLSS models
Generalised (Pseudo) R-squared for GAMLSS models
Vuong and Clarke tests
The global deviance increment
Effective degrees of freedom from gamlss model
Gives the GAIC for a GAMLSS Object
Generalized Additive Models for Location Scale and Shape
ACF plot of the residuals
gamlss
Implementing Backfitting in GAMLSS
A function to fit LMS curves for centile estimation
A function to select values of hyper-parameters in a GAMLSS model
Functions to fit fractional polynomials in GAMLSS
Extract the Model Formula in a GAMLSS fitted model
Plots The Fitted Values of a GAMLSS Model
Specify a loess fit in a GAMLSS formula
Creating predictive centiles values
Support for Functions random() and re()
Support for Functions for smoothers
Auxiliary support for the GAMLSS
This function plots the histogram and a fitted (GAMLSS family) distribution to a variable
Plots centile curves split by x for a GAMLSS object
Extract Predictor Values and Standard Errors For New Data In a GAMLSS Model
Density estimation using the Poisson trick
Fitting Different Parametric gamlss.family Distributions.
Extract Fitted Values For A GAMLSS Model
Detrended transformed Owen's plot
Support for Function fp()
Global Deviance of a GAMLSS model
Support for Function lo()
Getting the partial effect function from a continuous term in a GAMLSS model
Specify ridge or lasso Regression within a GAMLSS Formula
Creating and Plotting Randomized Quantile Residuals
Calibrating centile curves
A Set of Functions for selecting Models using Validation or Test Data Sets and Cross Validation
Reduction for the Levels of a Factor.
A function to generate the likelihood function from a GAMLSS object
A function to plot parallel plot for repeated measurement data
Plots Probability Distribution Functions for GAMLSS Family
Specify a Smoothing Cubic Spline Fit in a GAMLSS Formula
Extract Model Coefficients in a GAMLSS fitted model
Auxiliary for Controlling GAMLSS Fitting
Getting the partial quantile function for a term
An internal GAMLSS function for numerical derivatives
Support for Function cs() and scs()
Generate a Scope Argument for Stepwise GAMLSS
Extract a model.frame, a model matrix or terms from a GAMLSS object for a given distributional parameter
Prints a GAMLSS fitted model
Plotting the Profile Deviance for one of the Parameters in a GAMLSS model
Quantile Sheets
Maximum Likelihood estimation of a simple GAMLSS model
Update and Re-fit a GAMLSS Model
Specify a random intercept model in a GAMLSS formula
Extracting Smoother information from a GAMLSS fitted object
Worm plot
Auxiliary for Controlling the inner algorithm in a GAMLSS Fitting
Plot Residual Diagnostics for an GAMLSS Object
Summarizes a GAMLSS fitted model
A Plotting Function for density estimator object histSmo
Function to plot two interaction in a GAMLSS model
Plot regression terms for a specified parameter of a fitted GAMLSS object
Survival function plots for checking the tail behaviour of the data
Robust Variance-Covariance matrix of the parameters from a fitted GAMLSS model
Choose a model by GAIC in a Stepwise Algorithm
Extract Linear Predictor Values and Standard Errors For A GAMLSS Model
Plotting the Profile: deviance or information criterion for one of the terms (or hyper-parameters) in a GAMLSS model
Z-scores for lms objects
P-Splines Fits in a GAMLSS Formula
Refit a GAMLSS model
Extract Residuals from GAMLSS model
A function to calculate the Q-statistics
Plots the centile curves for a GAMLSS object
Comparing centiles from different GAMLSS models