Probability from First Principles

Intuition, Computation, and the Frontier

Rajesh Ranjan Mahapatra

Probability built from the ground up: counting, conditioning, random variables and expectation; continuous distributions, joint behaviour and transformations; limit theorems, Markov chains, MCMC and Poisson processes; then information,…

This book is being prepared for publication on Kindle. The free online edition and downloads have been withdrawn in the meantime.

© 2026 Rajesh Ranjan Mahapatra. All rights reserved.

Cover of Probability from First Principles