Taylor & Francis Introduction to Probability, Second Edition

"Assumes one-semester of calculus. ""Stories"" make distributions (Normal, Binomial, Poisson that are widely-used in statistics) easier to remember, understand. Many books write down formulas without explaining clearly why these particular distributions are important or how they are all connected. " ...