Mathematics of Probability

Mathematics of Probability
Author :
Publisher : American Mathematical Soc.
Total Pages : 299
Release :
ISBN-10 : 9781470409074
ISBN-13 : 1470409070
Rating : 4/5 (070 Downloads)

Book Synopsis Mathematics of Probability by : Daniel W. Stroock

Download or read book Mathematics of Probability written by Daniel W. Stroock and published by American Mathematical Soc.. This book was released on 2013-07-05 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the basics of modern probability theory. It begins with probability theory on finite and countable sample spaces and then passes from there to a concise course on measure theory, which is followed by some initial applications to probability theory, including independence and conditional expectations. The second half of the book deals with Gaussian random variables, with Markov chains, with a few continuous parameter processes, including Brownian motion, and, finally, with martingales, both discrete and continuous parameter ones. The book is a self-contained introduction to probability theory and the measure theory required to study it.


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