Package: VarReg 2.0.1

VarReg: Semi-Parametric Variance Regression

Methods for fitting semi-parametric mean and variance models, with normal or censored data. Extended to allow a regression in the location, scale and shape parameters, and further for multiple regression in each.

Authors:Kristy Robledo [aut, cre], Ian Marschner [ths]

VarReg_2.0.1.tar.gz
VarReg_2.0.1.zip(r-4.7-any)VarReg_2.0.1.zip(r-4.6-any)VarReg_2.0.1.zip(r-4.5-any)
VarReg_2.0.1.tgz(r-4.6-any)VarReg_2.0.1.tgz(r-4.5-any)
VarReg_2.0.1.tar.gz(r-4.7-any)VarReg_2.0.1.tar.gz(r-4.6-any)
VarReg_2.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
VarReg/json (API)

# Install 'VarReg' in R:
install.packages('VarReg', repos = c('https://kristyrobledo.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/kristyrobledo/varreg/issues

Pkgdown/docs site:https://kristyrobledo.github.io

Datasets:

On CRAN:

Conda:

4.58 score 1 stars 38 scripts 231 downloads 16 exports 10 dependencies

Last updated from:1a73ae2fab. Checks:7 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develNOTE133
source / vignettesOK183
linux-releaseNOTE157
macos-releaseNOTE163
macos-oldrelNOTE141
windows-develNOTE85
windows-releaseNOTE75
windows-oldrelNOTE79
wasm-releaseOK107

Exports:censlinVarRegcensloop_emcriterionlinVarRegloop_emloop_lsslss_calclssVarReglssVarReg.multiplotlssVarRegplotVarRegsearchVarRegsemiVarRegsemiVarReg.multiseVarRegVarReg.control

Dependencies:latticeMASSMatrixMatrixModelsmnormtnumDerivquantregsnSparseMsurvival

VarReg: Under the hood
Mean and Variance models | Mean and Variance models with censored outcome data | Models for the location, scale and shape | Skew-normal distribution | Maximum likelihood estimation | Extension to LSS regression model | References
Rendered fromunder_the_hood.Rmdusingknitr::rmarkdown

Last update: 2023-08-10
Started: 2023-08-10

VarReg
Install packages | CD4 dataset | Linear model in mean and variance | Visualise the model with plotVarReg function: | Searching for the optimal spline | lssVarReg function | Viral load dataset (censored outcome data)
Rendered fromVarReg.Rmdusingknitr::rmarkdown

Last update: 2023-08-10
Started: 2023-08-09