Package: CatPredi 1.3
CatPredi: Optimal Categorisation of Continuous Variables in Prediction Models
Allows the user to categorise a continuous predictor variable in a logistic or a Cox proportional hazards regression setting, by maximising the discriminative ability of the model. I Barrio, I Arostegui, MX Rodriguez-Alvarez, JM Quintana (2015) <doi:10.1177/0962280215601873>. I Barrio, MX Rodriguez-Alvarez, L Meira-Machado, C Esteban, I Arostegui (2017) <https://www.idescat.cat/sort/sort411/41.1.3.barrio-etal.pdf>.
Authors:
CatPredi_1.3.tar.gz
CatPredi_1.3.zip(r-4.5)CatPredi_1.3.zip(r-4.4)CatPredi_1.3.zip(r-4.3)
CatPredi_1.3.tgz(r-4.4-any)CatPredi_1.3.tgz(r-4.3-any)
CatPredi_1.3.tar.gz(r-4.5-noble)CatPredi_1.3.tar.gz(r-4.4-noble)
CatPredi_1.3.tgz(r-4.4-emscripten)CatPredi_1.3.tgz(r-4.3-emscripten)
CatPredi.pdf |CatPredi.html✨
CatPredi/json (API)
| # Install 'CatPredi' in R: |
| install.packages('CatPredi', repos = c('https://ibarrioberaza.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 3 years agofrom:99c37302aa. Checks:OK: 5 NOTE: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 14 2024 |
| R-4.5-win | NOTE | Oct 14 2024 |
| R-4.5-linux | NOTE | Oct 14 2024 |
| R-4.4-win | OK | Oct 14 2024 |
| R-4.4-mac | OK | Oct 14 2024 |
| R-4.3-win | OK | Aug 15 2024 |
| R-4.3-mac | OK | Aug 15 2024 |
Exports:catpredicatpredi.survivalcomp.cutpointscomp.cutpoints.survivalcontrolcatpredicontrolcatpredi.survivalplot.catprediplot.catpredi.survivalsummary.catpredisummary.catpredi.survival
Dependencies:backportsbase64encbslibcachemcheckmatecliclustercodetoolscolorspacedata.tabledigestevaluatefansifarverfastmapfontawesomeforeignFormulafsggplot2gluegridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobandjquerylibjsonliteknitrlabelinglatticelifecyclemagrittrMASSMatrixMatrixModelsmemoisemgcvmimemultcompmunsellmvtnormnlmennetpillarpkgconfigpolsplinequantregR6rappdirsRColorBrewerrgenoudrlangrmarkdownrmsrpartrstudioapisandwichsassscalesSparseMstringistringrsurvivalTH.datatibbletinytexutf8vctrsviridisviridisLitewithrxfunyamlzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Categorisation of Continuous Predictor Variables in Regression Models. | CatPredi-package CatPredi |
| Function to obtain optimal cut points to categorise a continuous predictor variable in a logistic regression model | catpredi |
| Function to obtain optimal cut points to categorise a continuous predictor variable in a Cox proportional hazards regression model | catpredi.survival |
| Selection of optimal number of cut points | comp.cutpoints |
| Selection of optimal number of cut points | comp.cutpoints.survival |
| Control function | controlcatpredi |
| Control function | controlcatpredi.survival |
| Plot the optimal cut points. | plot.catpredi |
| Plot the optimal cut points. | plot.catpredi.survival |
| Summary method for catpredi objects | summary.catpredi |
| Summary method for objects of class "catpredi.survival" | summary.catpredi.survival |
