How To Install r-cran-kernelheaping on Debian 12
Introduction
In this tutorial we learn how to install r-cran-kernelheaping on Debian 12.
What is r-cran-kernelheaping
r-cran-kernelheaping is:
In self-reported or anonymised data the user often encounters heaped data, i.e. data which are rounded (to a possibly different degree of coarseness). While this is mostly a minor problem in parametric density estimation the bias can be very large for non-parametric methods such as kernel density estimation. This package implements a partly Bayesian algorithm treating the true unknown values as additional parameters and estimates the rounding parameters to give a corrected kernel density estimate. It supports various standard bandwidth selection methods. Varying rounding probabilities (depending on the true value) and asymmetric rounding is estimable as well: Gross, M. and Rendtel, U. (2016) (doi:10.1093/jssam/smw011). Additionally, bivariate non- parametric density estimation for rounded data, Gross, M. et al. (2016) (doi:10.1111/rssa.12179), as well as data aggregated on areas is supported.
There are three methods to install r-cran-kernelheaping 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-kernelheaping 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-kernelheaping using apt-get by running the following command:
sudo apt-get -y install r-cran-kernelheaping
Install r-cran-kernelheaping Using apt
Update apt database with apt using the following command.
sudo apt update
After updating apt database, We can install r-cran-kernelheaping using apt by running the following command:
sudo apt -y install r-cran-kernelheaping
Install r-cran-kernelheaping 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-kernelheaping using aptitude by running the following command:
sudo aptitude -y install r-cran-kernelheaping
How To Uninstall r-cran-kernelheaping on Debian 12
To uninstall only the r-cran-kernelheaping package we can use the following command:
sudo apt-get remove r-cran-kernelheaping
Uninstall r-cran-kernelheaping And Its Dependencies
To uninstall r-cran-kernelheaping and its dependencies that are no longer needed by Debian 12, we can use the command below:
sudo apt-get -y autoremove r-cran-kernelheaping
Remove r-cran-kernelheaping Configurations and Data
To remove r-cran-kernelheaping configuration and data from Debian 12 we can use the following command:
sudo apt-get -y purge r-cran-kernelheaping
Remove r-cran-kernelheaping configuration, data, and all of its dependencies
We can use the following command to remove r-cran-kernelheaping configurations, data and all of its dependencies, we can use the following command:
sudo apt-get -y autoremove --purge r-cran-kernelheaping
Dependencies
r-cran-kernelheaping have the following dependencies:
- r-base-core
- r-api-4.0
- r-cran-mass
- r-cran-ks
- r-cran-sparr
- r-cran-sp
- r-cran-plyr
- r-cran-dplyr
- r-cran-fastmatch
- r-cran-fitdistrplus
- r-cran-gb2
- r-cran-magrittr
- r-cran-mvtnorm
References
Summary
In this tutorial we learn how to install r-cran-kernelheaping package on Debian 12 using different package management tools: apt, apt-get and aptitude.
