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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.
| Version: | 0.1.4 |
| Depends: | R (≥ 3.5.0) |
| Imports: | glmnet, lmtest, sandwich |
| Published: | 2026-05-29 |
| DOI: | 10.32614/CRAN.package.varGuid |
| Author: | Sibei Liu [aut], Min Lu [aut, cre] |
| Maintainer: | Min Lu <luminwin at gmail.com> |
| BugReports: | https://github.com/luminwin/varGuid/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/luminwin/varGuid |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | varGuid results |
| Reference manual: | varGuid.html , varGuid.pdf |
| Package source: | varGuid_0.1.4.tar.gz |
| Windows binaries: | r-devel: varGuid_0.1.4.zip, r-release: varGuid_0.1.4.zip, r-oldrel: varGuid_0.1.4.zip |
| macOS binaries: | r-release (arm64): varGuid_0.1.4.tgz, r-oldrel (arm64): varGuid_0.1.4.tgz, r-release (x86_64): varGuid_0.1.4.tgz, r-oldrel (x86_64): varGuid_0.1.4.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.