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varGuid  

Variance-Guided Regression for Heteroscedastic Linear Models
View on CRAN: Click here


Download and install varGuid package within the R console
Install from CRAN:
install.packages("varGuid")

Install from Github:
library("remotes")
install_github("cran/varGuid")

Install by package version:
library("remotes")
install_version("varGuid", "0.1.4")



Attach the package and use:
library("varGuid")
Maintained by
Min Lu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-05-29
Latest Update: 2026-05-29
Description:
Fits variance-guided linear regression models for heteroscedastic data using an iteratively reweighted least squares estimator or an iteratively reweighted lasso estimator. This CRAN release focuses on the global linear mean-variance model in Section 2 of the accompanying preprint <doi:10.36227/techrxiv.177004877.75352102/v1>. The grouping-based nonlinear prediction extension from Section 3 is available in the development version on GitHub.
How to cite:
Min Lu (2026). varGuid: Variance-Guided Regression for Heteroscedastic Linear Models. R package version 0.1.4, https://cran.r-project.org/web/packages/varGuid. Accessed 18 Sep. 2026.
Previous versions and publish date:
(2026-07-09 06:58), 0.1.4 (2026-05-29 11:30)
Other packages that cited varGuid R package
View varGuid citation profile
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Complete documentation for varGuid
Functions, R codes and Examples using the varGuid R package
Full varGuid package functions and examples
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