Theory of Probability and Random Processes
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Sprache:Englisch
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Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
28.08.2007
Abbildungen
XI, 358 p.
Verlag
Springer BerlinSeitenzahl
358
Maße (L/B/H)
23.5/15.5/2 cm
Gewicht
552 g
Auflage
2nd ed. 2007
Sprache
Englisch
ISBN
978-3-540-25484-3
A one-year course in probability theory and the theory of random processes, taught at Princeton University to undergraduate and graduate students, forms the core of the content of this book
It is structured in two parts: the first part providing a detailed discussion of Lebesgue integration, Markov chains, random walks, laws of large numbers, limit theorems, and their relation to Renormalization Group theory. The second part includes the theory of stationary random processes, martingales, generalized random processes, Brownian motion, stochastic integrals, and stochastic differential equations. One section is devoted to the theory of Gibbs random fields.
This material is essential to many undergraduate and graduate courses. The book can also serve as a reference for scientists using modern probability theory in their research.
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