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Open Source Science

https://github.com/akcochrane/robmulwin

R package for Robust Winsorization (univariate and multivariate)

https://github.com/akcochrane/robmulwin

Science Score: 36.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ○
    .zenodo.json file
  • ✓
    DOI references
    Found 2 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ○
    Academic email domains
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    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (8.9%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

R package for Robust Winsorization (univariate and multivariate)

Basic Info
  • Host: GitHub
  • Owner: akcochrane
  • License: cc0-1.0
  • Language: R
  • Default Branch: main
  • Size: 12.7 KB
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  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
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Created over 2 years ago · Last pushed almost 2 years ago
Metadata Files
Readme License

README.Rmd 

---
output:
  md_document:
    variant: markdown_github
---



# RobMulWin
```{r setup,echo=F}
library(RobMulWin)

## how to include zenodo: [![DOI](https://zenodo.org/badge/425863127.svg)](https://zenodo.org/badge/latestdoi/425863127)
```

[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)

## Overview to RobMulWin

Outliers are a pervasive problem in many forms of data analysis, and these problematic observations can be even more insidious as the number of variables increases.
Outliers may be univariate, multivariate, or both [Leys et al., 2018](10.1016/j.jesp.2017.09.011).

If you use the functions in published work, please this package using the [Zenodo DOI ](10.5281/zenodo.10475282). Thanks!

## Installing the package

The R package `devtools` includes a very easy way to install packages from Github.

```
devtools::install_github('akcochrane/RobMulWin', build_vignettes = TRUE)
```

Owner

  • Name: Aaron Cochrane
  • Login: akcochrane
  • Kind: user

Researcher of visual cognition and learning at the University of Geneva.

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Dependencies

DESCRIPTION cran
  • MASS * imports
  • psych * imports