Package: viralmodels 1.2.0
Juan Pablo Acuña González
viralmodels: Viral Load and CD4 Lymphocytes Regression Models
Provides a comprehensive framework for building, evaluating, and visualizing regression models for analyzing viral load and CD4 (Cluster of Differentiation 4) lymphocytes data. It leverages the principles of the tidymodels ecosystem of Max Kuhn and Hadley Wickham (2020) <https://www.tidymodels.org> to offer a user-friendly experience in model development. This package includes functions for data preprocessing, feature engineering, model training, tuning, and evaluation, along with visualization tools to enhance the interpretation of model results. It is specifically designed for researchers in biostatistics, computational biology, and HIV research who aim to perform reproducible and rigorous analyses to gain insights into disease dynamics. The main focus is on improving the understanding of the relationships between viral load, CD4 lymphocytes, and other relevant covariates to contribute to HIV research and the visibility of vulnerable seropositive populations.
Authors:
viralmodels_1.2.0.tar.gz
viralmodels_1.2.0.zip(r-4.5)viralmodels_1.2.0.zip(r-4.4)viralmodels_1.2.0.zip(r-4.3)
viralmodels_1.2.0.tgz(r-4.4-any)viralmodels_1.2.0.tgz(r-4.3-any)
viralmodels_1.2.0.tar.gz(r-4.5-noble)viralmodels_1.2.0.tar.gz(r-4.4-noble)
viralmodels_1.2.0.tgz(r-4.4-emscripten)viralmodels_1.2.0.tgz(r-4.3-emscripten)
viralmodels.pdf |viralmodels.html✨
viralmodels/json (API)
# Install 'viralmodels' in R: |
install.packages('viralmodels', repos = c('https://juanv66x.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 8 months agofrom:00f754fa7a. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Sep 18 2024 |
R-4.5-win | OK | Sep 18 2024 |
R-4.5-linux | OK | Sep 18 2024 |
R-4.4-win | OK | Sep 18 2024 |
R-4.4-mac | OK | Sep 18 2024 |
R-4.3-win | OK | Sep 18 2024 |
R-4.3-mac | OK | Sep 18 2024 |
Exports:viralmodelviraltabviralvis
Dependencies:base64encbriocallrclasscliclockcodetoolscolorspacecpp11crayondata.tabledescdiagramdialsDiceDesigndiffobjdigestdoFuturedplyrearthevaluatefansifarverfastmapforeachFormulafsfurrrfuturefuture.applygenericsggplot2globalsgluegowerGPfitgtablehardhathtmltoolsigraphipredisobanditeratorsjsonliteKernSmoothkknnlabelinglatticelavalhslifecyclelistenvlubridatemagrittrMASSMatrixmgcvmodelenvmunsellnlmennetnumDerivparallellyparsnippillarpkgbuildpkgconfigpkgloadplotmoplotrixpraiseprettyunitsprocessxprodlimprogressrpspurrrR6RColorBrewerRcpprecipesrematch2rlangrpartrprojrootrsamplescalessfdshapesliderSQUAREMstringistringrsurvivaltestthattibbletidyrtidyselecttimechangetimeDatetunetzdbutf8vctrsvdiffrviridisLitewaldowarpwithrworkflowsworkflowsetsxml2yardstick
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Select best model | viralmodel |
Competing models table | viraltab |
Competing models plot | viralvis |