causal-inference.js

Opensource causal-inference package for the web

Installation

npm install --save causal-inference

Usage

Creating an AB test

// import package
const { getEffectAB } = require("causal-inference.js");

//calculate ab effect
const difference = getEffectAB(controlGroupMean, testGroupMean);

// ...

Work Plan

| Methods | Status | Description | | ---------------- | ------ | ------------------------------------------------------- | | getEffectAB | WIP | Get effect of AB test of data array or just mean values | | getABControlSize | WIP | Provide control group size for AB test | | distributeGroups | WIP | Distribute groups to avoid effect of externalities |

Contributing

Feel free to contribute to this project, my email is [email protected] for any questions.

Running Tests

npm test