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Stochastic Integrals With Respect To The Symmetric G-martingales And The Law Of Large Numbers Under Nonlinear Expectation

Posted on:2013-11-14Degree:MasterType:Thesis
Country:ChinaCandidate:Y J YangFull Text:PDF
GTID:2230330371986984Subject:Probability theory and mathematical statistics
Abstract/Summary:PDF Full Text Request
Motivated by uncertainty problems in Finance and Economics, Peng has in-troduced recently a new notion of nonlinear expectation, the so-called G-expectation. Together with the notion of G-expectation Peng also introduced the G-normal distribution and G-martingales. Moreover, Peng developed an Ito calculus for the G-Brownian motion. Recently, Xu Jing, Qian Lin and Zhang Bo study the stochastic calculus with respect to symmetric G-martingales to a large class of G-martingales and study related properties. Our paper organized as follows. Firstly, we obtain the G-Ito formula with respect to symmetric G-martingales integral. Secondly, we study the Stratonovich integral of symmetric G-martingales.Thirdly, we drive the concept of strong law of large numbers and weak law of large num-bers. Finally, we obtain two strong limit theorems of large numbers under certain condition.
Keywords/Search Tags:Nonlinear expectation, G-expectation, G-martingale, symmet-ric G-martingale, G-Ito formula, Stratonovich integral, the law of large numbers
PDF Full Text Request
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