How To Install r-cran-logcondens on Debian 12
Introduction
In this tutorial we learn how to install r-cran-logcondens on Debian 12.
What is r-cran-logcondens
r-cran-logcondens is:
Given independent and identically distributed observations X(1), …, X(n), compute the maximum likelihood estimator (MLE) of a density as well as a smoothed version of it under the assumption that the density is log-concave, see Rufibach (2007) and Duembgen and Rufibach (2009). The main function of the package is ’logConDens’ that allows computation of the log-concave MLE and its smoothed version. In addition, the package provides functions to compute (1) the value of the density and distribution function estimates (MLE and smoothed) at a given point (2) the characterizing functions of the estimator, (3) to sample from the estimated distribution, (5) to compute a two-sample permutation test based on log-concave densities, (6) the ROC curve based on log-concave estimates within cases and controls, including confidence intervals for given values of false positive fractions (7) computation of a confidence interval for the value of the true density at a fixed point. Finally, three datasets that have been used to illustrate log-concave density estimation are made available.
There are three methods to install r-cran-logcondens 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-logcondens 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-logcondens using apt-get by running the following command:
sudo apt-get -y install r-cran-logcondens
Install r-cran-logcondens Using apt
Update apt database with apt using the following command.
sudo apt update
After updating apt database, We can install r-cran-logcondens using apt by running the following command:
sudo apt -y install r-cran-logcondens
Install r-cran-logcondens 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-logcondens using aptitude by running the following command:
sudo aptitude -y install r-cran-logcondens
How To Uninstall r-cran-logcondens on Debian 12
To uninstall only the r-cran-logcondens package we can use the following command:
sudo apt-get remove r-cran-logcondens
Uninstall r-cran-logcondens And Its Dependencies
To uninstall r-cran-logcondens and its dependencies that are no longer needed by Debian 12, we can use the command below:
sudo apt-get -y autoremove r-cran-logcondens
Remove r-cran-logcondens Configurations and Data
To remove r-cran-logcondens configuration and data from Debian 12 we can use the following command:
sudo apt-get -y purge r-cran-logcondens
Remove r-cran-logcondens configuration, data, and all of its dependencies
We can use the following command to remove r-cran-logcondens configurations, data and all of its dependencies, we can use the following command:
sudo apt-get -y autoremove --purge r-cran-logcondens
Dependencies
r-cran-logcondens have the following dependencies:
References
Summary
In this tutorial we learn how to install r-cran-logcondens package on Debian 12 using different package management tools: apt, apt-get and aptitude.
