How To Install r-cran-huge on Ubuntu

Posted on April 1, 2023 (Last modified on May 20, 2023 )

2 minutes • 411 words

Introduction

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

What is `r-cran-huge`

r-cran-huge is:

Provides a general framework for high-dimensional undirected graph estimation. It integrates data preprocessing, neighborhood screening, graph estimation, and model selection techniques into a pipeline. In preprocessing stage, the nonparanormal(npn) transformation is applied to help relax the normality assumption. In the graph estimation stage, the graph structure is estimated by Meinshausen-Buhlmann graph estimation or the graphical lasso, and both methods can be further accelerated by the lossy screening rule preselecting the neighborhood of each variable by correlation thresholding.

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

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

Install r-cran-huge Using apt

Update apt database with apt using the following command.

sudo apt update

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

sudo apt -y install r-cran-huge

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

sudo aptitude -y install r-cran-huge

How To Uninstall r-cran-huge on Ubuntu

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

sudo apt-get remove r-cran-huge

Uninstall r-cran-huge And Its Dependencies

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

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

Remove r-cran-huge Configurations and Data

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

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

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

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

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

Dependencies

r-cran-huge have the following dependencies:

References

r-cran-huge website

Summary

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