Old Probability and Statistics classic book recommended by another old classic Physics book in the Berkeley Physics Course Vol 5 "Statistical Physics". The Probability and Statistics book is excellent for self study. This book does not need a knowledge of Calculus - only high school Algebra. Anything by Prof George Thomas of MIT (also author of the famous "Calculus" book) is always worth reading! Also read "Probability and Statistics" by Murray Spiegel (Schaum Series) to complete an introduction to Probability and Statistics. The Spiegel book needs basic Calculus however (Read Thomas's Calculus!). Good luck.
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