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Universitext: A Basic Course in Probability Theory - Second Edition

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The book delves into the foundational aspects of probability theory essential for understanding stochastic processes and their applications. The second edition features reorganized content for improved learning, with new exercises and expanded basic theory. It introduces a new chapter on Markov dependent sequences and their equilibrium convergence. Key topics include conditional expectation, martingales, weak convergence, Brownian motion, and a selection of large deviation inequalities. Enhanced pedagogical elements ensure clarity and depth in exploring these complex concepts.

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Universitext: A Basic Course in Probability Theory - Second Edition, Rabi Bhattacharya, Edward C. Waymire

Idioma
Publicado en
2017
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Título
Universitext: A Basic Course in Probability Theory - Second Edition
Idioma
Inglés
Editorial
Springer
Publicado en
2017
Formato
Tapa blanda
Páginas
280
ISBN10
3319479725
ISBN13
9783319479729
Serie
Descripción
The book delves into the foundational aspects of probability theory essential for understanding stochastic processes and their applications. The second edition features reorganized content for improved learning, with new exercises and expanded basic theory. It introduces a new chapter on Markov dependent sequences and their equilibrium convergence. Key topics include conditional expectation, martingales, weak convergence, Brownian motion, and a selection of large deviation inequalities. Enhanced pedagogical elements ensure clarity and depth in exploring these complex concepts.