https://github.com/matherealize/simdata

An R package for simulating data
https://github.com/matherealize/simdata

data-generation r-package regression simulation statistics

Last synced: 9 days ago
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An R package for simulating data

• Host: GitHub
• URL: https://github.com/matherealize/simdata
• Owner: matherealize
• Created: 2019-11-14T09:26:17.000Z (about 5 years ago)
• Default Branch: main
• Last Pushed: 2024-12-03T14:39:15.000Z (10 days ago)
• Last Synced: 2024-12-03T15:38:22.096Z (10 days ago)
• Topics: data-generation, r-package, regression, simulation, statistics
• Language: R
• Homepage: https://matherealize.github.io/simdata/
• Size: 11 MB
• Stars: 7
• Watchers: 2
• Forks: 1
• Open Issues: 6
• Metadata Files:
  • Readme: README.md
  • Changelog: NEWS.md

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• jimsghstars - matherealize/simdata - An R package for simulating data (R)

README

        
# `simdata`: An R package to create simulated datasets

This package provides lightweight and easy-to-use data generating mechanisms

for statistical simulation studies.

## Installation

``` r

install.packages("simdata")

# Alternatively, install the development version from GitHub:

# install.packages("devtools")

devtools::install_github("matherealize/simdata")

# to also build vignettes locally use

# devtools::install_github("matherealize/simdata", build_vignettes = TRUE)

```

In case you encounter an http 401 error during installation from GitHub, this is

not due to the package itself, but due to rate limits set by GitHub. Please 

refer to [these steps from the remotes Github repository](https://github.com/r-lib/remotes/issues/330#issuecomment-578474009) 

to resolve the issue.

## Usage

Please take a look at the package vignettes:

- [Introduction to `simdata` package and basic workflow](https://matherealize.github.io/simdata/articles/Demo.html)

- [Introduction to NORTA based simulation workflow](https://matherealize.github.io/simdata/articles/NORTA_demo.html)

- [Technical documentation, implementation overview](https://matherealize.github.io/simdata/articles/Technical_documentation.html)

## Status and future plans

The package is in active development, but is already used in several simulation 

studies. We plan to provide a library of data generators for interesting 

real-world dataset in upcoming versions of the package.

## Contact

For feedback and issues when working with the package please create a new

[Issue at Github](https://github.com/matherealize/simdata/issues) or 

send [me an email](mailto:[email protected]).