Package: varGuid 0.1.4
Min Lu
varGuid: Variance-Guided Regression for Heteroscedastic Linear Models
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.
Authors:
varGuid_0.1.4.tar.gz
varGuid_0.1.4.tar.gz(r-4.7-any)varGuid_0.1.4.tar.gz(r-4.6-any)
varGuid_0.1.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
varGuid/json (API)
| # Install 'varGuid' in R: |
| install.packages('varGuid', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/luminwin/varguid/issues
- cobra2d - Data from the cobra2 Simulation
Last updated from:f9705dd710. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 145 | ||
| source / vignettes | OK | 188 | ||
| linux-release-x86_64 | OK | 118 | ||
| wasm-release | OK | 101 |
Dependencies:codetoolsforeachglmnetiteratorslatticelmtestMatrixRcppRcppEigensandwichshapesurvivalzoo
