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-4.5-noble)varEst_0.1.0.tar.gz(r-4.4-noble)
varEst_0.1.0.tgz(r-4.4-emscripten)varEst_0.1.0.tgz(r-4.3-emscripten)
varEst.pdf |varEst.html✨
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 5 years agofrom:c4bd638fbc. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 12 2024 |
| R-4.5-linux | OK | Oct 12 2024 |
Dependencies:caretclasscliclockcodetoolscolorspacecpp11data.tablediagramdigestdplyre1071fansifarverforeachfuturefuture.applygenericsggplot2glmnetglobalsgluegowergtablehardhatipredisobanditeratorsKernSmoothlabelinglatticelavalifecyclelistenvlm.betalubridatemagrittrMASSMatrixmgcvModelMetricsmunsellnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6RColorBrewerRcppRcppEigenrecipesreshape2rlangrpartSAMscalesshapeSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithrxtable
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 |