How To Install r-cran-performance on Debian 12

Learn how to install r-cran-performance on Debian 12 with this tutorial. r-cran-performance is GNU R assessment of regression models performance

Introduction

In this tutorial we learn how to install r-cran-performance on Debian 12.

What is r-cran-performance

r-cran-performance is:

Utilities for computing measures to assess model quality, which are not directly provided by R’s ‘base’ or ‘stats’ packages. These include e.g. measures like r-squared, intraclass correlation coefficient (Nakagawa, Johnson & Schielzeth (2017) doi:10.1098/rsif.2017.0213), root mean squared error or functions to check models for overdispersion, singularity or zero-inflation and more. Functions apply to a large variety of regression models, including generalized linear models, mixed effects models and Bayesian models.

There are three methods to install r-cran-performance 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-performance 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-performance using apt-get by running the following command:

sudo apt-get -y install r-cran-performance

Install r-cran-performance Using apt

Update apt database with apt using the following command.

sudo apt update

After updating apt database, We can install r-cran-performance using apt by running the following command:

sudo apt -y install r-cran-performance

Install r-cran-performance 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-performance using aptitude by running the following command:

sudo aptitude -y install r-cran-performance

How To Uninstall r-cran-performance on Debian 12

To uninstall only the r-cran-performance package we can use the following command:

sudo apt-get remove r-cran-performance

Uninstall r-cran-performance And Its Dependencies

To uninstall r-cran-performance and its dependencies that are no longer needed by Debian 12, we can use the command below:

sudo apt-get -y autoremove r-cran-performance

Remove r-cran-performance Configurations and Data

To remove r-cran-performance configuration and data from Debian 12 we can use the following command:

sudo apt-get -y purge r-cran-performance

Remove r-cran-performance configuration, data, and all of its dependencies

We can use the following command to remove r-cran-performance configurations, data and all of its dependencies, we can use the following command:

sudo apt-get -y autoremove --purge r-cran-performance

Dependencies

r-cran-performance have the following dependencies:

References

Summary

In this tutorial we learn how to install r-cran-performance package on Debian 12 using different package management tools: apt, apt-get and aptitude.