Interactive Probability

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Preface

Welcome to Interactive Probability. While many excellent texts on probability theory already exist, these online notes were created to present the subject in a way that traditional static formats simply cannot—through animations, interactive visualizations, and dynamic simulations that allow the reader to experience probabilistic ideas rather than only read about them.

The earliest version of this project was developed in Autumn 2021, during my teaching of Probability, Statistics, and Stochastic Processes (MA2L003) at IIT Bhubaneswar. At that time, India was under a nationwide COVID-19 lockdown, and all classes were conducted online. Keeping students engaged while maintaining academic integrity in assessments became a significant challenge. This motivated me to design a system capable of delivering dynamically generated assignment problems to each student, along with automatic server-side evaluation. These dynamic assignments greatly reduced the possibility of copying and helped sustain meaningful academic interaction during remote teaching.

Since then, the scope of the project has expanded far beyond its initial goal. These notes have evolved into a broader interactive textbook containing new content, richer explanations, dynamic graphs, simulations, and exploratory widgets that enable students to manipulate parameters, observe outcomes in real time, and develop intuition through experimentation. Probability theory, by nature, is a subject where insight often emerges from repeated trials, visual patterns, and stochastic behavior—and an online interface is uniquely suited to provide exactly that.

Unlike PDFs or other static documents, an online, programmable platform can be continually improved. As the field grows and better teaching ideas emerge, this book will continue to evolve. New simulations, exercises, and interactive tools will be added over time to make the learning experience more engaging and conceptually grounded.

I hope that Interactive Probability not only clarifies the foundational ideas of probability but also invites you to explore, play, and question—because understanding randomness is best achieved when we can observe it in action.


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Changelog

  • Autumn, 2025

    The platform is migrated to the url http://ip.indrajitjana.net, and the older version is arxived at http://oldpssp.indrajitjana.net. The UI got a new look with the added functionalities;
    1. Dark theme option
    2. 3D animations
    3. Dashboard with Bookmark buttons and progress tracking
    4. Discussion threads in the contents part
    5. Sitewide keyword search capability
    6. Improved navigation menu
    7. Added contents in Combinatorics
  • Autumn, 2024

    Added more contents in probability and statistics such as moment generating function and hypothesis testing. Added AI helper for exercise problems.
  • Autumn, 2023

    Added probability distribution charts with score calculations, and some other simulations. Added discussion threads for assignment problems.
  • Autumn, 2022

    Added contents of Basic probability and statistics.
  • Autumn, 2021

    Launched the platform http://pssp.indrajitjana.net with dynamic assignment problems only.

Acknowledgements

I would like to acknowledge the comments and suggestions from the following people, which have helped improve this website over time.

Quiz Exercises

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