https://github.com/jacobq/peirce-criterion

Functions for outlier removal using Peirce's criterion
https://github.com/jacobq/peirce-criterion

Last synced: 1 day ago
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Functions for outlier removal using Peirce's criterion

• Host: GitHub
• URL: https://github.com/jacobq/peirce-criterion
• Owner: jacobq
• Created: 2020-03-10T18:37:41.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2023-01-05T09:39:42.000Z (over 1 year ago)
• Last Synced: 2024-09-25T19:23:26.599Z (8 days ago)
• Language: JavaScript
• Size: 752 KB
• Stars: 0
• Watchers: 3
• Forks: 1
• Open Issues: 11
• Metadata Files:
  • Readme: README.md

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README

        
# peirce-criterion

## Introduction

For starters, this ports the Python implementation found on

[the Wikipedia article](https://en.wikipedia.org/wiki/Peirce%27s_criterion).

Additionally, this package provides a function called `remove_outliers`

that uses Peirce's method (as [described here][method]) to remove outliers

from an array of numbers.

## Usage

```js

const { remove_outliers } = require('peirce-criterion');

const raw_data = [1, 2, 3, 99];

const trimmed_data = remove_outliers(raw_data);

console.log(trimmed_data); // [1, 2, 3]

```

[method]: (https://classes.engineering.wustl.edu/2009/fall/che473/handouts/OutlierRejection.pdf)