Probability
by Henry McKean

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Probability theory is explained here by one of its leading authorities. McKean constructs a clear path through the subject and sheds light on a variety of interesting topics in which probability theory plays a key role. Anyone who wants to learn or use probability will benefit from reading this book.
ProbabilitiesLimit theorems (Probability theory)Random variablesDistribution (Probability theory)Measure theoryMathematical statisticsDistribution functions.Conditional probabilities