Shige Peng

(Author)

Nonlinear Expectations and Stochastic Calculus Under Uncertainty: With Robust Clt and G-Brownian Motion (2019)Paperback - 2019, 19 September 2020

Nonlinear Expectations and Stochastic Calculus Under Uncertainty: With Robust Clt and G-Brownian Motion (2019)
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Part of Series
Probability Theory and Stochastic Modelling
Print Length
212 pages
Language
English
Publisher
Springer
Date Published
19 Sep 2020
ISBN-10
3662599058
ISBN-13
9783662599051

Description

This book is focused on the recent developments on problems of probability model uncertainty by using the notion of nonlinear expectations and, in particular, sublinear expectations. It provides a gentle coverage of the theory of nonlinear expectations and related stochastic analysis. Many notions and results, for example, G-normal distribution, G-Brownian motion, G-Martingale representation theorem, and related stochastic calculus are first introduced or obtained by the author.

This book is based on Shige Peng's lecture notes for a series of lectures given at summer schools and universities worldwide. It starts with basic definitions of nonlinear expectations and their relation to coherent measures of risk, law of large numbers and central limit theorems under nonlinear expectations, and develops into stochastic integral and stochastic calculus under G-expectations. It ends with recent research topic on *G-*Martingale representation theorem and G-stochastic integral for locally integrable processes.

With exercises to practice at the end of each chapter, this book can be used as a graduate textbook for students in probability theory and mathematical finance. Each chapter also concludes with a section Notes and Comments, which gives history and further references on the material covered in that chapter.

Researchers and graduate students interested in probability theory and mathematical finance will find this book very useful.

Product Details

Author:
Shige Peng
Book Edition:
2019
Book Format:
Paperback
Country of Origin:
NL
Date Published:
19 September 2020
Dimensions:
23.39 x 15.6 x 1.22 cm
ISBN-10:
3662599058
ISBN-13:
9783662599051
Language:
English
Location:
Berlin, Heidelberg
Pages:
212
Publisher:
Weight:
326.59 gm

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