Generalized Additive Models for Location Scale and Shape
ACF plot of the residuals
Implementing Backfitting in GAMLSS
Functions to fit fractional polynomials in GAMLSS
Lists used by GAMLSS
Bucket plot
Calibrating centile curves
Comparing centiles from different GAMLSS models
Creating predictive centiles values
Plots the centile curves for a GAMLSS object
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
The global deviance increment
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
tools:::Rd_package_title("gamlss")
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()
Generalized Additive Models for Location Scale and Shape
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 ...
A function to generate the likelihood function from a GAMLSS object
Getting the partial effect function from a continuous term in a GAMLSS...
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) distrib...
Density estimation using the Poisson trick
Gives the GAIC for a GAMLSS Object
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
Likelihood Ratio test for nested GAMLSS models
Extract a model.frame, a model matrix or terms from a GAMLSS object fo...
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 ...
Prints a GAMLSS fitted model
Extracting Fitted or Predicted Probability Distributions from gamlss M...
Plotting the Profile Deviance for one of the Parameters in a GAMLSS mo...
Plotting the Profile: deviance or information criterion for one of the...
P-Splines Fits in a GAMLSS Formula
A function to calculate the Q-statistics
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
Generalised (Pseudo) R-squared for GAMLSS models
Robust Variance-Covariance matrix of the parameters from a fitted GAML...
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 obj...
Update and Re-fit a GAMLSS Model
Vuong and Clarke tests
Worm plot
Z-scores for lms objects
Functions for fitting the Generalized Additive Models for Location Scale and Shape introduced by Rigby and Stasinopoulos (2005), <doi:10.1111/j.1467-9876.2005.00510.x>. The models use a distributional regression approach where all the parameters of the conditional distribution of the response variable are modelled using explanatory variables.