Get the free Creating R Packages: A Tutorial - stat wvu

A comprehensive tutorial on creating R packages, demonstrating statistical methodologies and how to package R functions and data in a standardized format.

How to fill out creating r packages a

How to fill out Creating R Packages: A Tutorial

1. Begin by installing R and RStudio if not already installed.
2. Open RStudio and create a new project.
3. Select 'New Directory' and then 'R Package' to set up your package structure.
4. Fill out the package name and choose where to save it.
5. Create an 'R' folder and place your R scripts containing functions inside it.
6. In the DESCRIPTION file, add metadata such as package name, version, author, and description.
7. Create a NAMESPACE file to export functions you want to make accessible to users.
8. Document your functions using roxygen2 comments in your R scripts.
9. Run 'devtools::document()' to generate documentation files.
10. Utilize 'devtools::check()' to check your package for errors and compliance.
11. Build and install the package using 'devtools::install()' command.

Who needs Creating R Packages: A Tutorial?

1. R programmers looking to share their code with others.
2. Data scientists wanting to streamline workflows by packaging functions.
3. Researchers who need to distribute reproducible analyses.
4. Developers creating R packages for specific industries.
5. Students and educators in need of guidance on R package creation.

People Also Ask about

How to put R code in GitHub?

Put your R package on GitHub Change to the package directory. Initialize the repository with git init. Add and commit everything with git add . and git commit. Create a new repository on GitHub. Push everything to github. git push -u origin master.

How do I turn an R project into a package?

Step by step File->New Project->R package - Creates package in RStudio (Folder name = package name) Tools->Project Options->Build tools. Edit DESCRIPTIONS file. Delete NAMESPACE file. devtools::document() - creates man/ folder and new NAMESPACE. usthis::use_data_raw() - creates data-raw/ folder.

How do I add a package in R?

You can also a package file using RStudio's interface: Go to Tools → Packages. Select Package Archive File (. zip, . tar. gz) Choose the file from your computer. Click .

How to create an R Package on GitHub?

Put your R package on GitHub Change to the package directory. Initialize the repository with git init. Add and commit everything with git add . and git commit. Create a new repository on GitHub. Push everything to github. git push -u origin master.

How do I add a R project to GitHub?

Sync GitHub repository with existing R project Step 1: create a GitHub repository. Easy. Step 2: enable git in Rstudio. Open your project in Rstudio and navigate to Tools -> Version Control -> Project Setup. Step 3: synchronize with the github repo. Step 4: push files to GitHub. Step 5: up and running.

How to create a package repository?

To create an apt repository you need to perform the following steps: dpkg-dev utility. Create a repository directory. Put deb files into the repository directory. Create a file that apt-get update can read. Add info to your sources. list pointing at your repository.

How to create an R Package in GitHub?

R Package tutorial Create a new R package with R Studio. Set up the fundamental package infrastructure. Describe the package. Edit DESCRIPTION and readme files. Add data to package. Add raw data, preprocessing scripts, and an R data object. Create and add functions. Create and document functions. Document the package.

What language are R packages written in?

So in conclusion: while R itself is mostly written in C (with hefty chunks in R and Fortran), R packages are mostly written in R (with hefty chunks written in C/C++).

How do I turn an R project into a package?

Step by step File->New Project->R package - Creates package in RStudio (Folder name = package name) Tools->Project Options->Build tools. Edit DESCRIPTIONS file. Delete NAMESPACE file. devtools::document() - creates man/ folder and new NAMESPACE. usthis::use_data_raw() - creates data-raw/ folder.

Can you use GitHub for R?

To use git and GitHub with R/RStudio, you first need to set up all of the components. Then you need to link them together. There are a lot of things that can go wrong along the way. Northwestern researchers can get help via our free consultation service.

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What is Creating R Packages: A Tutorial?

Creating R Packages: A Tutorial is an instructional guide designed to help users understand how to develop, document, and distribute R packages in the programming language R, covering the essential structures and functions involved in package creation.

Who is required to file Creating R Packages: A Tutorial?

Anyone interested in developing R packages—including data scientists, statisticians, and R programmers—is encouraged to go through the Creating R Packages tutorial to enhance their programming and package development skills.

How to fill out Creating R Packages: A Tutorial?

To fill out Creating R Packages: A Tutorial, users should follow the structured sections of the tutorial, input the required information about functions, documentation, and package metadata, and ensure that all information is complete and adheres to the guidelines provided.

What is the purpose of Creating R Packages: A Tutorial?

The purpose of Creating R Packages: A Tutorial is to provide a comprehensive learning resource that empowers users to create their own R packages, contributing to the broader R community and enabling better code sharing and reusability.

What information must be reported on Creating R Packages: A Tutorial?

The information that must be reported on Creating R Packages includes package name, version, description, author details, functions included, dependencies, and usage examples to ensure proper documentation and usability of the package.