How To Install r-cran-riskregression on Debian 12
Introduction
In this tutorial we learn how to install r-cran-riskregression on Debian 12.
What is r-cran-riskregression
r-cran-riskregression is:
Analysis with Competing Risks Implementation of the following methods for event history analysis. Risk regression models for survival endpoints also in the presence of competing risks are fitted using binomial regression based on a time sequence of binary event status variables. A formula interface for the Fine-Gray regression model and an interface for the combination of cause-specific Cox regression models. A toolbox for assessing and comparing performance of risk predictions (risk markers and risk prediction models). Prediction performance is measured by the Brier score and the area under the ROC curve for binary possibly time-dependent outcome. Inverse probability of censoring weighting and pseudo values are used to deal with right censored data. Lists of risk markers and lists of risk models are assessed simultaneously. Cross-validation repeatedly splits the data, trains the risk prediction models on one part of each split and then summarizes and compares the performance across splits.
There are three methods to install r-cran-riskregression on Debian 12. We can use apt-get, apt and aptitude. In the following sections we will describe each method. You can choose one of them.
Install r-cran-riskregression Using apt-get
Update apt database with apt-get using the following command.
sudo apt-get update
After updating apt database, We can install r-cran-riskregression using apt-get by running the following command:
sudo apt-get -y install r-cran-riskregression
Install r-cran-riskregression Using apt
Update apt database with apt using the following command.
sudo apt update
After updating apt database, We can install r-cran-riskregression using apt by running the following command:
sudo apt -y install r-cran-riskregression
Install r-cran-riskregression Using aptitude
If you want to follow this method, you might need to install aptitude first since aptitude is usually not installed by default on Debian. Update apt database with aptitude using the following command.
sudo aptitude update
After updating apt database, We can install r-cran-riskregression using aptitude by running the following command:
sudo aptitude -y install r-cran-riskregression
How To Uninstall r-cran-riskregression on Debian 12
To uninstall only the r-cran-riskregression package we can use the following command:
sudo apt-get remove r-cran-riskregression
Uninstall r-cran-riskregression And Its Dependencies
To uninstall r-cran-riskregression and its dependencies that are no longer needed by Debian 12, we can use the command below:
sudo apt-get -y autoremove r-cran-riskregression
Remove r-cran-riskregression Configurations and Data
To remove r-cran-riskregression configuration and data from Debian 12 we can use the following command:
sudo apt-get -y purge r-cran-riskregression
Remove r-cran-riskregression configuration, data, and all of its dependencies
We can use the following command to remove r-cran-riskregression configurations, data and all of its dependencies, we can use the following command:
sudo apt-get -y autoremove --purge r-cran-riskregression
Dependencies
r-cran-riskregression have the following dependencies:
- r-base-core
- r-api-4.0
- r-cran-cmprsk
- r-cran-data.table
- r-cran-doparallel
- r-cran-foreach
- r-cran-ggplot2
- r-cran-lattice
- r-cran-lava
- r-cran-mets
- r-cran-mvtnorm
- r-cran-plotrix
- r-cran-prodlim
- r-cran-publish
- r-cran-ranger
- r-cran-rcpp
- r-cran-rms
- r-cran-survival
- r-cran-timereg
- r-cran-rcpparmadillo
- libblas3
- libc6
- libgcc-s1
- libgomp1
- libstdc++6
References
Summary
In this tutorial we learn how to install r-cran-riskregression package on Debian 12 using different package management tools: apt, apt-get and aptitude.
