Other packages > Find by keyword >

CoOL  

Causes of Outcome Learning
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("CoOL", "1.1.2")



Attach the package and use:
library("CoOL")
Maintained by
Andreas Rieckmann
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-02-12
Latest Update: 2022-05-24
Description:
Implementing the computational phase of the Causes of Outcome Learning approach as described in Rieckmann, Dworzynski, Arras, Lapuschkin, Samek, Arah, Rod, Ekstrom. 2022. Causes of outcome learning: A causal inference-inspired machine learning approach to disentangling common combinations of potential causes of a health outcome. International Journal of Epidemiology . The optional 'ggtree' package can be obtained through Bioconductor.
How to cite:
Andreas Rieckmann (2021). CoOL: Causes of Outcome Learning. R package version 1.1.2, https://cran.r-project.org/web/packages/CoOL. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0.1 (2021-02-23 16:10), 1.0.2 (2021-06-30 15:00), 1.0.3 (2021-07-16 15:40), 1.0 (2021-02-12 11:10)
Other packages that cited CoOL R package
View CoOL citation profile
Other R packages that CoOL depends, imports, suggests or enhances
Complete documentation for CoOL
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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