This popular textbook, now in a revised and expanded third edition, presents a comprehensive course in modern probability theory.<p>Probability plays an increasingly important role not only in mathematics, but also in physics, biology, finance and computer science, helping to understand phenomena such as magnetism, genetic diversity and market volatility, and also to construct efficient algorithms. Starting with the very basics, this textbook covers a wide variety of topics in probability, including many not usually found in introductory books, such as:</p><p></p><ul><li>limit theorems for sums of random variables</li><li>martingales</li><li>percolation</li><li>Markov chains and electrical networks</li><li>construction of stochastic processes</li><li>Poisson point process and infinite divisibility</li><li>large deviation principles and statistical physics</li><li>Brownian motion</li><li>stochastic integrals and stochastic differential equations.</li></ul> The presentation is self-conta
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The standard rules of probability can be interpreted as uniquely valid principles in logic. In this book, E. T. Jaynes dispels the imaginary distinction between ''probability theory'' and ''statistical inference'',...
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