How To Install r-cran-tmvnsim on Debian 11
Introduction
In this tutorial we learn how to install r-cran-tmvnsim
on Debian 11.
What is r-cran-tmvnsim
r-cran-tmvnsim is:
The package offers importance sampling from the truncated multivariate normal using the GHK (Geweke-Hajivassiliou-Keane) simulator. Unlike Gibbs sampling which can get stuck in one truncation sub-region depending on initial values, this package allows truncation based on disjoint regions that are created by truncation of absolute values. The GHK algorithm uses simple Cholesky transformation followed by recursive simulation of univariate truncated normals hence there are also no convergence issues. Importance sample is returned along with sampling weights, based on which, one can calculate integrals over truncated regions for multivariate normals.
There are three methods to install r-cran-tmvnsim
on Debian 11. 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-tmvnsim 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-tmvnsim
using apt-get
by running the following command:
sudo apt-get -y install r-cran-tmvnsim
Install r-cran-tmvnsim Using apt
Update apt database with apt
using the following command.
sudo apt update
After updating apt database, We can install r-cran-tmvnsim
using apt
by running the following command:
sudo apt -y install r-cran-tmvnsim
Install r-cran-tmvnsim 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-tmvnsim
using aptitude
by running the following command:
sudo aptitude -y install r-cran-tmvnsim
How To Uninstall r-cran-tmvnsim on Debian 11
To uninstall only the r-cran-tmvnsim
package we can use the following command:
sudo apt-get remove r-cran-tmvnsim
Uninstall r-cran-tmvnsim And Its Dependencies
To uninstall r-cran-tmvnsim
and its dependencies that are no longer needed by Debian 11, we can use the command below:
sudo apt-get -y autoremove r-cran-tmvnsim
Remove r-cran-tmvnsim Configurations and Data
To remove r-cran-tmvnsim
configuration and data from Debian 11 we can use the following command:
sudo apt-get -y purge r-cran-tmvnsim
Remove r-cran-tmvnsim configuration, data, and all of its dependencies
We can use the following command to remove r-cran-tmvnsim
configurations, data and all of its dependencies, we can use the following command:
sudo apt-get -y autoremove --purge r-cran-tmvnsim
Dependencies
r-cran-tmvnsim have the following dependencies:
References
Summary
In this tutorial we learn how to install r-cran-tmvnsim
package on Debian 11 using different package management tools: apt
, apt-get
and aptitude
.