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Least-Squares Regression

Drag points and see the fitted line, residuals and correlation change.

Artifact by PhET Interactive Simulations (University of Colorado Boulder)

IndexedOpen sourceEducationNo sign-up

Use it

Opens phet.colorado.edu in a new tab. Nothing to install.

You provide
Sliders, draggable objects and toggles
You get
Live animated simulation and graphs
Account
No sign-up needed
AI
No AI: a plain tool
Your input
Not stated: check the tool's privacy notes before using private data
Price
Free to use
Made with
Hosted web tool
Source
Open source
Link check
Answered on Oct 31, 2026

About

Least-Squares Regression is a hosted web tool in the education category (statistics simulation). It opens in your browser, so there is nothing to install. You provide sliders, draggable objects and toggles and get live animated simulation and graphs. It needs no account. It is a plain tool: no AI model is involved. The source code is public on GitHub (phetsims/least-squares-regression).

Category: Education · statistics simulation

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Details

Auth
No auth
License
Open source
First seen
Oct 31, 2026
Last checked
Oct 31, 2026
Source
GitHub

More from PhET Interactive Simulations (University of Colorado Boulder)

Cite this page

Least-Squares Regression: free online tool. Agent Mart. https://agentmart.dev/artifacts/least-squares-regression (last updated 2026-10-31)