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varGuid
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
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[Scholar Profile | Author Map]
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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 27 Jun. 2026.
Previous versions and publish date:
0.1.4 (2026-05-29 11:30)
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