Function reference • VarReg

VarReg main functions

Main functions to run algorithms

semiVarReg(): Semi parametric mean and variance regression

lssVarReg(): Semi parametric location, shape and scale regression

searchVarReg(): Searches for best semi parametric mean and variance regression model

Plot functions

plotVarReg(): Plots graphics for a mean and variance regression model

plotlssVarReg(): Plots graphics for a location, scale and shape regression model

VarReg functions for multivariable models

semiVarReg.multi(): Semi parametric mean and variance regression (multivariate)

lssVarReg.multi(): Semi parametric location, shape and scale regression

Datasets

lidar: lidar dataset.

mcycle: mcycle dataset.

vcf: vcf dataset.

VarReg helper functions

Helper algorithms that would not normally be called by a user

VarReg VarReg-package: VarReg: Semi-parametric mean and variance regression

loop_lss(): The EM loop for the LSS model

loop_em(): The EM loop for the main mean and variance function

censloop_em(): The Censored data EM loop

lss_calc(): Calculations for SN

criterion(): Calculation of information criterion

seVarReg(): SE calculations for mean and variance regression models

linVarReg(): Linear mean and variance regression function

censlinVarReg(): Censored Linear mean and variance regression

VarReg.control(): Auxillary for controlling VarReg fitting