Applied Stochastic Analysis
2021年9月 · American Mathematical Soc.
电子书
305
页
关于此电子书
This is a textbook for advanced undergraduate students and beginning graduate students in applied mathematics. It presents the basic mathematical foundations of stochastic analysis (probability theory and stochastic processes) as well as some important practical tools and applications (e.g., the connection with differential equations, numerical methods, path integrals, random fields, statistical physics, chemical kinetics, and rare events). The book strikes a nice balance between mathematical formalism and intuitive arguments, a style that is most suited for applied mathematicians. Readers can learn both the rigorous treatment of stochastic analysis as well as practical applications in modeling and simulation. Numerous exercises nicely supplement the main exposition.
This is a textbook for advanced undergraduate students and beginning graduate students in applied mathematics. It presents the basic mathematical foundations of stochastic analysis (probability theory and stochastic processes) as well as some important practical tools and applications (e.g., the ...
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作者简介
Princeton University, Princeton, NJ
Peking University, Beijing, China
Courant Institute of Mathematical Sciences, New York, NY
Princeton University, Princeton, NJ
Peking University, Beijing, China
Courant Institute of Mathematical Sciences, New York, NY
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