Other packages > Find by keyword >

viruslearner  

Ensemble Learning for HIV-Related Metrics
View on CRAN: Click here


Download and install viruslearner package within the R console
Install from CRAN:
install.packages("viruslearner")

Install from Github:
library("remotes")
install_github("cran/viruslearner")

Install by package version:
library("remotes")
install_version("viruslearner", "0.0.2")



Attach the package and use:
library("viruslearner")
Maintained by
Juan Pablo Acuña González
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-01-31
Latest Update:
Description:
Advanced statistical modeling techniques for ensemble learning, specifically tailored to the analysis of lymphocyte counts and viral load data in the context of HIV research. Empowering researchers and practitioners, this tool provides a comprehensive solution for tasks such as analysis, prediction and risk calculation related to key viral metrics. The package incorporates cutting-edge ensemble learning principles, inspired by model stacking techniques of Simon P. Couch and Max Kuhn (2022) <doi:10.21105/joss.04471> and adhering to tidy data principles, offering a robust and reproducible framework for HIV research.
How to cite:
Juan Pablo Acuña González (2024). viruslearner: Ensemble Learning for HIV-Related Metrics. R package version 0.0.2, https://cran.r-project.org/web/packages/viruslearner. Accessed 04 Jun. 2026.
Previous versions and publish date:
0.0.1 (2024-01-31 16:10), 0.0.2 (2024-04-04 01:30)
Other packages that cited viruslearner R package
View viruslearner citation profile
Other R packages that viruslearner depends, imports, suggests or enhances
Complete documentation for viruslearner
Functions, R codes and Examples using the viruslearner R package
Some associated functions: cd_ens . cd_fit . cd_stack . cd_test . cd_train . viralrates . viruslearner-package . vl_test . vl_train . 
Some associated R codes: cd_ens.R . cd_fit.R . cd_stack.R . data.R . viruslearner-package.R .  Full viruslearner package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

murphydiagram  
Murphy Diagrams for Forecast Comparisons
Data and code for the paper by Ehm, Gneiting, Jordan and Krueger ('Of Quantiles and Expectiles: Con ...
Download / Learn more Package Citations See dependency  
AMPLE  
Shiny Apps to Support Capacity Building on Harvest Control Rules
Three Shiny apps are provided that introduce Harvest Control Rules (HCR) for fisheries management. ...
Download / Learn more Package Citations See dependency  
crplyr  
A 'dplyr' Interface for Crunch
In order to facilitate analysis of datasets hosted on the Crunch data platform ...
Download / Learn more Package Citations See dependency  
shinybusy  
Busy Indicators and Notifications for 'Shiny' Applications
Add indicators (spinner, progress bar, gif) in your 'shiny' applications to show the user that the ...
Download / Learn more Package Citations See dependency  
phers  
Calculate Phenotype Risk Scores
Use phenotype risk scores based on linked clinical and genetic data to study Mendelian disease and ...
Download / Learn more Package Citations See dependency  
golem  
A Framework for Robust Shiny Applications
An opinionated framework for building a production-ready 'Shiny' application. This package contains ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA