Chapman and Hall/Crc Texts in Statistical Science Ser.: Introduction to Probability with R by Kenneth Baclawski (2008, Hardcover)
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ISBN-13: 9781420065213, 978-1420065213. Although the R programs are small in length, they are just as sophisticated and powerful as longer programs in other languages. Each chapter includes a short biographical note about a contributor to probability theory, exercises, and selected answers.