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G-Expectation, G-Brownian Motion And Related Stochastic Calculus Of It(?) Type

Posted on:2011-12-16Degree:MasterType:Thesis
Country:ChinaCandidate:Z N YiFull Text:PDF
GTID:2120360305498635Subject:Probability theory and mathematical statistics
Abstract/Summary:PDF Full Text Request
In this paper, we introduce a notion of nonlinear expectation—G-expextation—generated by a nonlinear hear equation. Different from any other "expectation", the G-expectation is not based on a given (linear) probability space. We first discuss the notion of G-normal distribution. With this nonlinear distribution we introduce G-expectation under which the canonical process is G-brownian motion. We then intro-duce the related stochastic integrals of Ito's type with respect to G-Brownian Motion. At last, we briefly introduce the law of large numbers and central limit theory under nonlinear expectations.
Keywords/Search Tags:G-Expectation, G-Normal Distribution, G-Brownian Motion, It(o|^)'s integral, Law of Large numbers, Central Limit theory
PDF Full Text Request
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