Asymptotic Expansion and Weak Approximation: Applications of Malliavin Calculus and Deep Learning (SpringerBriefs in Statistics)
Language: English
Published by Springer, 2025
- Softcover
- New
Seller: California Books, Miami, FL, U.S.A.California Books
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- Title
- Asymptotic Expansion and Weak Approximation: Applications of Malliavin Calculus and Deep Learning (SpringerBriefs in Statistics)
- Author
- Takahashi, Akihiko; Yamada, Toshihiro
- Publisher
- Springer
- Publication year
- 2025
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 9819682797
- ISBN 13
- 9789819682799
This book provides a self-contained lecture on a Malliavin calculus approach to asymptotic expansion and weak approximation of stochastic differential equations (SDEs), along with numerical methods for computing parabolic partial differential equations (PDEs).
Constructions of weak approximation and asymptotic expansion are given in detail using Malliavin’s integration by parts with theoretical convergence analysis.
Weak approximation algorithms and Python codes are available with numerical examples.
Moreover, the weak approximation scheme is effectively applied to high-dimensional nonlinear problems without suffering from the curse of dimensionality
through combining with a deep learning method.
Readers including graduate-level students, researchers, and practitioners can understand both theoretical and applied aspects of recent developments of asymptotic expansion and weak approximation.
"Synopsis" may belong to another edition of this title.
About the Author
Akihiko Takahashi is at Graduate School of Economics, The University of Tokyo
Toshihiro Yamada is at Graduate School of Economics, Hitotsubashi University
"About the title" may belong to another edition of this title.
California Books
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