How To Install r-cran-mcmcpack on Kali Linux

In this tutorial we learn how to install r-cran-mcmcpack on Kali Linux. r-cran-mcmcpack is R routines for Markov chain Monte Carlo model estimation

Introduction

In this tutorial we learn how to install r-cran-mcmcpack on Kali Linux.

What is r-cran-mcmcpack

r-cran-mcmcpack is:

This is a set of routines for GNU R that implement various statistical and econometric models using Markov chain Monte Carlo (MCMC) estimation, which allows “solving” models that would otherwise be intractable with traditional techniques, particularly problems in Bayesian statistics (where one or more “priors” are used as part of the estimation procedure, instead of an assumption of ignorance about the “true” point estimates), although MCMC can also be used to solve frequentist statistical problems with uninformative priors. MCMC techniques are also preferable over direct estimation in the presence of missing data.

Currently implemented are a number of ecological inference (EI) routines (for estimating individual-level attributes or behavior from aggregate data, such as electoral returns or census results), as well as models for traditional linear panel and cross-sectional data, some visualization routines for EI diagnostics, two item-response theory (or ideal-point estimation) models, metric, ordinal, and mixed-response factor analysis, and models for Gaussian (linear) and Poisson regression, logistic regression (or logit), and binary and ordinal-response probit models.

The suggested packages (r-cran-bayesm, -eco, and -mnp) contain additional models that may also be useful for those interested in this package.

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

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

Install r-cran-mcmcpack Using apt

Update apt database with apt using the following command.

sudo apt update

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

sudo apt -y install r-cran-mcmcpack

Install r-cran-mcmcpack Using aptitude

If you want to follow this method, you might need to install aptitude on Kali Linux first since aptitude is usually not installed by default on Kali Linux. Update apt database with aptitude using the following command.

sudo aptitude update

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

sudo aptitude -y install r-cran-mcmcpack

How To Uninstall r-cran-mcmcpack on Kali Linux

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

sudo apt-get remove r-cran-mcmcpack

Uninstall r-cran-mcmcpack And Its Dependencies

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

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

Remove r-cran-mcmcpack Configurations and Data

To remove r-cran-mcmcpack configuration and data from Kali Linux we can use the following command:

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

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

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

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

Dependencies

r-cran-mcmcpack have the following dependencies:

References

Summary

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