Package: varEst 0.1.0

Sayanti Guha Majumdar
varEst: Variance Estimation
Error variance estimation in ultrahigh dimensional datasets with four different methods, viz. Refitted cross validation, k-fold refitted cross validation, Bootstrap-refitted cross validation, Ensemble method.
Authors:
varEst_0.1.0.tar.gz
varEst_0.1.0.tar.gz(r-4.7-any)varEst_0.1.0.tar.gz(r-4.6-any)
varEst_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
varEst/json (API)
| # Install 'varEst' in R: |
| install.packages('varEst', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:c4bd638fbc. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 200 | ||
| source / vignettes | OK | 187 | ||
| linux-release-x86_64 | OK | 187 | ||
| wasm-release | OK | 119 |
Dependencies:caretclasscliclockcodetoolscpp11data.tablediagramdigestdplyre1071farverforeachfuturefuture.applygenericsggplot2glmnetglobalsgluegowergtablehardhatipredisobanditeratorsKernSmoothlabelinglatticelavalifecyclelistenvlm.betalubridatemagrittrMASSMatrixModelMetricsnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6RColorBrewerRcppRcppEigenrecipesreshape2rlangrpartS7SAMscalesshapesparsevctrsSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithrxtable
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Variance Estimation | varEst-package varEst |
| Variance Estimation with Bootstrap-RCV | bsrcv |
| Variance Estimation with Ensemble method | ensemble |
| Variance Estimation with kfold-RCV | krcv |
| Variance Estimation with Refitted Cross Validation(RCV) | rcv |