Seeing Theory uses visual explanations to introduce probability and statistics.

seeing-theory.brown.edu
Seeing Theory homepage screenshot

About Seeing Theory

Seeing Theory is an educational website that introduces probability and statistics through interactive visualizations. It is organized into six chapters: Basic Probability, Compound Probability, Probability Distributions, Frequentist Inference, Bayesian Inference, and Regression Analysis. Each chapter covers a set of core concepts, such as expectation and variance, conditional probability, the central limit theorem, bootstrapping, and ordinary least squares.

The site was created by Daniel Kunin while he was an undergraduate at Brown University. Its stated goal is to make statistics more accessible. The homepage marks the site as archived for reference, and the team describes a textbook based on the site as still in progress, with a draft PDF available for download.

Key features

  • Six chapters covering probability and statistics from basic concepts to regression
  • Interactive visualizations that illustrate statistical concepts
  • Coverage of Bayesian inference, including Bayes' theorem and prior-to-posterior updating
  • Coverage of frequentist inference, including point and interval estimation and the bootstrap
  • Interface available in English, Chinese, and Spanish
  • Downloadable draft PDF of a textbook under development
Best for: Students and self-learners who are new to probability and statistics and prefer visual explanations.
Good for
  • Presents core probability and statistics topics through interactive visual explanations
  • Covers a full introductory sequence from basic probability to regression analysis
  • Lists its interface in English, Chinese, and Spanish
Watch out for
  • The homepage states that the site is archived for reference
  • The companion textbook is described as a draft still in progress

Seeing Theory at a glance

Type
Website
Pricing
Not confirmed. Check the site
Platforms
Web
Open source
Not stated
Language
English
Last checked
Oct 6, 2026 · Online when checked
Listed
Oct 5, 2026

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Seeing Theory FAQ

Is the site currently maintained?
The homepage states that the site is archived for reference. The team says it is working on a textbook for Seeing Theory.
Which languages are available?
The homepage lists English, Chinese (中文), and Spanish (Español) as language options.
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