How To Install r-cran-ddalpha on Ubuntu 20.04

In this tutorial we learn how to install r-cran-ddalpha on Ubuntu 20.04. r-cran-ddalpha is GNU R depth-based classification and calculation of data depth

Introduction

In this tutorial we learn how to install r-cran-ddalpha on Ubuntu 20.04.

What is r-cran-ddalpha

r-cran-ddalpha is:

Contains procedures for depth-based supervised learning, which are entirely non-parametric, in particular the DDalpha-procedure (Lange, Mosler and Mozharovskyi, 2014). The training data sample is transformed by a statistical depth function to a compact low-dimensional space, where the final classification is done. It also offers an extension to functional data and routines for calculating certain notions of statistical depth functions. 50 multivariate and 5 functional classification problems are included.

There are three methods to install r-cran-ddalpha on Ubuntu 20.04. 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-ddalpha 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-ddalpha using apt-get by running the following command:

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

Install r-cran-ddalpha Using apt

Update apt database with apt using the following command.

sudo apt update

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

sudo apt -y install r-cran-ddalpha

Install r-cran-ddalpha 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 Ubuntu. Update apt database with aptitude using the following command.

sudo aptitude update

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

sudo aptitude -y install r-cran-ddalpha

How To Uninstall r-cran-ddalpha on Ubuntu 20.04

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

sudo apt-get remove r-cran-ddalpha

Uninstall r-cran-ddalpha And Its Dependencies

To uninstall r-cran-ddalpha and its dependencies that are no longer needed by Ubuntu 20.04, we can use the command below:

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

Remove r-cran-ddalpha Configurations and Data

To remove r-cran-ddalpha configuration and data from Ubuntu 20.04 we can use the following command:

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

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

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

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

References

Summary

In this tutorial we learn how to install r-cran-ddalpha package on Ubuntu 20.04 using different package management tools: apt, apt-get and aptitude.