How To Install r-cran-brglm on Kali Linux

In this tutorial we learn how to install r-cran-brglm on Kali Linux. r-cran-brglm is GNU R package for bias reduction in binomial-response GLMs

Introduction

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

What is r-cran-brglm

r-cran-brglm is:

Fit generalized linear models with binomial responses using either an adjusted-score approach to bias reduction or maximum penalized likelihood where penalization is by Jeffreys invariant prior. These procedures return estimates with improved frequentist properties (bias, mean squared error) that are always finite even in cases where the maximum likelihood estimates are infinite (data separation). Fitting takes place by fitting generalized linear models on iteratively updated pseudo-data. The interface is essentially the same as ‘glm’. More flexibility is provided by the fact that custom pseudo-data representations can be specified and used for model fitting. Functions are provided for the construction of confidence intervals for the reduced-bias estimates.

There are three methods to install r-cran-brglm 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-brglm 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-brglm using apt-get by running the following command:

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

Install r-cran-brglm Using apt

Update apt database with apt using the following command.

sudo apt update

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

sudo apt -y install r-cran-brglm

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

sudo aptitude -y install r-cran-brglm

How To Uninstall r-cran-brglm on Kali Linux

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

sudo apt-get remove r-cran-brglm

Uninstall r-cran-brglm And Its Dependencies

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

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

Remove r-cran-brglm Configurations and Data

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

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

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

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

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

Dependencies

r-cran-brglm have the following dependencies:

References

Summary

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