Package: IOLS 0.1.4
IOLS: Iterated Ordinary Least Squares Regression
Addresses the 'log of zero' by developing a new family of estimators called iterated Ordinary Least Squares. This family nests standard approaches such as log-linear and Poisson regressions, offers several computational advantages, and corresponds to the correct way to perform the popular log(Y + 1) transformation. For more details about how to use it, see the notebook at: <https://www.davidbenatia.com/>.
Authors:
IOLS_0.1.4.tar.gz
IOLS_0.1.4.zip(r-4.5)IOLS_0.1.4.zip(r-4.4)IOLS_0.1.4.zip(r-4.3)
IOLS_0.1.4.tgz(r-4.4-any)IOLS_0.1.4.tgz(r-4.3-any)
IOLS_0.1.4.tar.gz(r-4.5-noble)IOLS_0.1.4.tar.gz(r-4.4-noble)
IOLS_0.1.4.tgz(r-4.4-emscripten)IOLS_0.1.4.tgz(r-4.3-emscripten)
IOLS.pdf |IOLS.html✨
IOLS/json (API)
| # Install 'IOLS' in R: |
| install.packages('IOLS', repos = c('https://nassimzbalah.r-universe.dev', 'https://cloud.r-project.org')) |
- DATASET - Sample Data for Analysis
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 years agofrom:e6b5bab263. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 29 2024 |
| R-4.5-win | OK | Oct 29 2024 |
| R-4.5-linux | OK | Oct 29 2024 |
| R-4.4-win | OK | Oct 29 2024 |
| R-4.4-mac | OK | Oct 29 2024 |
| R-4.3-win | OK | Oct 29 2024 |
| R-4.3-mac | OK | Oct 29 2024 |
Exports:iOLSiOLS_pathiOLS_path_plotiOLS_plotlambda_testprint
Dependencies:abindbackportsbase64encbootbroombslibcachemcarcarDatacliclustercolorspacecowplotcpp11curlDerivdigestdoBydplyrevaluatefansifarverfastmapfontawesomeFormulafsgenericsggplot2gluegtablehighrhtmltoolshtmlwidgetsisobandjquerylibjsonliteknitrlabelinglatticelifecyclelme4magrittrMASSmatlibMatrixMatrixModelsmemoisemgcvmicrobenchmarkmimeminqamodelrmunsellnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpurrrquantregR6randomcoloRrappdirsRColorBrewerRcppRcppEigenrglrlangrmarkdownrstudioapiRtsnesandwichsassscalesSparseMstringistringrsurvivaltibbletidyrtidyselecttinytexutf8V8vctrsviridisLitewithrxfunxtableyamlzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Sample Data for Analysis | DATASET |
| iOLS | iOLS |
| iOLS_path | iOLS_path |
| iOLS_path_plot | iOLS_path_plot |
| iOLS_plot | iOLS_plot |
| lambda_test | lambda_test |
| print.iOLS | |
| print.iOLS_path | print.iOLS_path |
| print.lambda_test | print.lambda_test |
