regression

Estimate multiple linear regression fit using least squares.

Installation

Run npm install --save @smockle/regression to add regression to your project.

Usage

import Regression from '@smockle/regression'

API Reference

• regression
  • Regression ⏏
    • new Regression(X, Y)
    • .inspect() ⇒ string

Regression ⏏

Kind: Exported class

new Regression(X, Y)

Estimate multiple linear regression fit using least squares

Returns: Regression - Multiple linear regression

| Param | Type | Description | | ----- | ------------------- | ------------ | | X | Matrix | Input matrix | | Y | Matrix | Input matrix |

regression.inspect() ⇒ string

Format and print this regression

Kind: instance method of Regression
Returns: string - Regression results

Testing

regression includes several unit tests. After cloning the regression repo locally, run npm install in the project folder to install dependencies. Run npm test to execute the tests.