Applied Stochastic Analysis (Graduate Studies in Mathematics, 199) - Hardcover

Buch 160 von 190: Graduate Studies in Mathematics

E., Weinan; Li, Tiejun; Vanden-eijnden, Eric

 
9781470449339: Applied Stochastic Analysis (Graduate Studies in Mathematics, 199)

Inhaltsangabe

For students and researchers in applied mathematics who are interested in science and engineering, E, Li, and Vanden-Eijnden provide a mathematically solid introduction to the basic ideas and tools in probability theory and stochastic analysis. They begin with the basics of random variables and probability theory, then go on to limit theorems, Markov chains, diffusion processes, and random fields. Because they assume readers to have some background in differential equations, they put more weight on the differential equation approach, and neglect martingale theory entirely, even though it is a very important part of stochastic analysis. Annotation ©2019 Ringgold, Inc., Portland, OR (protoview.com)

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Über die Autorin bzw. den Autor

Weinan E, Princeton University, NJ.

Tiejun Li, Peking University, Beijing, China.

Eric Vanden-Eijnden, Courant Institute of Mathematical Sciences, New York, NY.

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