gamlss-package |
The GAMLSS library and datasets |
additive.fit |
Implementing Backfitting in GAMLSS |
AIC.gamlss |
Gives the GAIC for a GAMLSS Object |
bfp |
Functions to fit fractional polynomials in GAMLSS |
centiles |
Plots the centile curves for a GAMLSS object |
centiles.com |
Comparing centiles from different GAMLSS models |
centiles.fan |
Plots the centile curves for a GAMLSS object |
centiles.pred |
Creating predictive centiles values |
centiles.split |
Plots centile curves split by x for a GAMLSS object |
coef.gamlss |
Extract Model Coefficients in a GAMLSS fitted model |
cs |
Specify a Smoothing Cubic Spline Fit in a GAMLSS Formula |
cy |
Specify a Penalised Beta (Regression) Spline Fit in a GAMLSS Formula |
cy.control |
Specify a Penalised Beta (Regression) Spline Fit in a GAMLSS Formula |
deviance.gamlss |
Global Deviance of a GAMLSS model |
dtop |
Detrended transformed Owen's plot |
edf |
Effective degrees of freedom from gamlss model |
edfAll |
Effective degrees of freedom from gamlss model |
extractAIC.gamlss |
Gives the GAIC for a GAMLSS Object |
find.hyper |
A function to select values of hyperparameters in a GAMLSS model |
fitted.gamlss |
Extract Fitted Values For A GAMLSS Model |
fitted.plot |
Plots The Fitted Values of a GAMLSS Model |
formula.gamlss |
Extract the Model Formula in a GAMLSS fitted model |
fp |
Functions to fit fractional polynomials in GAMLSS |
fv |
Extract Fitted Values For A GAMLSS Model |
GAIC |
Gives the GAIC for a GAMLSS Object |
gamlss |
Generalized Additive Models for Location Scale and Shape |
gamlss.control |
Auxiliary for Controlling GAMLSS Fitting |
gamlss.cs |
Support for Function cs(), s() and vc() |
gamlss.cy |
Support for Functions ps(), pb(), cy() and ri() |
gamlss.fp |
Support for Function fp() |
gamlss.lo |
Support for Function lo() |
gamlss.pb |
Support for Functions ps(), pb(), cy() and ri() |
gamlss.pp |
Support for Function fp() |
gamlss.ps |
Support for Functions ps(), pb(), cy() and ri() |
gamlss.pvc |
Support for Functions ps(), pb(), cy() and ri() |
gamlss.ra |
Support for Function ra() |
gamlss.random |
Support for Function random() |
gamlss.rc |
Support for Function rc() |
gamlss.ri |
Support for Functions ps(), pb(), cy() and ri() |
gamlss.ridge |
Support for Functions ps(), pb(), cy() and ri() |
gamlss.scope |
Generate a Scope Argument for Stepwise GAMLSS |
gamlss.scs |
Support for Function cs(), s() and vc() |
gamlss.vc |
Support for Function cs(), s() and vc() |
gamlssNews |
Generalized Additive Models for Location Scale and Shape |
glim.control |
Auxiliary for Controlling the inner algorithm in a GAMLSS Fitting |
histDist |
This function plots the histogram and a fitted (GAMLSS family) distribution to a variable |
IC |
Gives the GAIC for a GAMLSS Object |
is.gamlss |
Generalized Additive Models for Location Scale and Shape |
lo |
Specify a loess fit in a GAMLSS formula |
lp |
Extract Linear Predictor Values and Standard Errors For A GAMLSS Model |
lpred |
Extract Linear Predictor Values and Standard Errors For A GAMLSS Model |
LR.test |
Likelihood Ratio test for nested GAMLSS models |
model.frame.gamlss |
Extract a model.frame, a model matrix or terms from a GAMLSS object for a given distributional parameter |
model.matrix.gamlss |
Extract a model.frame, a model matrix or terms from a GAMLSS object for a given distributional parameter |
par.plot |
A function to plot parallel plot for repeated measurement data |
pb |
Specify a Penalised Beta (Regression) Spline Fit in a GAMLSS Formula |
pb.control |
Specify a Penalised Beta (Regression) Spline Fit in a GAMLSS Formula |
pdf.plot |
Plots Probability Distribution Functions for GAMLSS Family |
plot.gamlss |
Plot Residual Diagnostics for an GAMLSS Object |
poly.matrix |
Auxiliary support for the GAMLSS |
polyS |
Auxiliary support for the GAMLSS |
pp |
Functions to fit fractional polynomials in GAMLSS |
predict.gamlss |
Extract Predictor Values and Standard Errors For New Data In a GAMLSS Model |
predictAll |
Extract Predictor Values and Standard Errors For New Data In a GAMLSS Model |
print.gamlss |
Prints a GAMLSS fitted model |
prof.dev |
Plotting the Profile Deviance for one of the Parameters in a GAMLSS model |
prof.term |
Plotting the Profile: deviance or information criterion for one of the terms (or hyper-parameters) in a GAMLSS model |
ps |
Specify a Penalised Beta (Regression) Spline Fit in a GAMLSS Formula |
pvc |
Specify a Penalised Beta (Regression) Spline Fit in a GAMLSS Formula |
pvc.control |
Specify a Penalised Beta (Regression) Spline Fit in a GAMLSS Formula |
Q.stats |
A function to calculate the Q-statistics |
ra |
Specify Simple Random Effect In A GAMLSS Formula |
random |
Specify a simple random effect in a GAMLSS Formula |
rc |
Specify Random Coefficients In A GAMLSS Formula |
refit |
Refit a GAMLSS model |
residuals.gamlss |
Extract Residuals from GAMLSS model |
ri |
Specify Ridge regression In A GAMLSS Formula |
ridge |
Specify Ridge regression In A GAMLSS Formula |
rqres.plot |
Plotting Randomized Quantile Residuals |
scs |
Specify a Smoothing Cubic Spline Fit in a GAMLSS Formula |
stepGAIC |
Choose a model by GAIC in a Stepwise Algorithm |
stepGAIC.CH |
Choose a model by GAIC in a Stepwise Algorithm |
stepGAIC.VR |
Choose a model by GAIC in a Stepwise Algorithm |
stepGAICAll.A |
Choose a model by GAIC in a Stepwise Algorithm |
stepGAICAll.B |
Choose a model by GAIC in a Stepwise Algorithm |
stepTGD |
Choose a model by GAIC in a Stepwise Algorithm |
summary.gamlss |
Summarizes a GAMLSS fitted model |
term.plot |
Plot regression terms for a specified parameter of a GAMLSS object |
terms.gamlss |
Extract a model.frame, a model matrix or terms from a GAMLSS object for a given distributional parameter |
TGD |
Validation (or test) data global deviance |
update.gamlss |
Update and Re-fit a GAMLSS Model |
vc |
Specify a Smoothing Cubic Spline Fit in a GAMLSS Formula |
VGD |
Validation (or test) data global deviance |
VGD1 |
Validation (or test) data global deviance |
VGD2 |
Validation (or test) data global deviance |
wp |
Worm plot |