Article ID Journal Published Year Pages File Type
476567 European Journal of Operational Research 2015 12 Pages PDF
Abstract

•The monomial method is applied to build a scenario generator for financial assets.•The scenario generator belongs to the class of the moment-matching methods.•The marginal moments up to the fourth order and correlations are matched.•The generated scenarios satisfy the no-arbitrage condition.•Accuracy and efficiency analysis is carried out when solving financial problems.

We propose a new moment-matching method to build scenario trees that rule out arbitrage opportunities when describing the dynamics of financial assets. The proposed scenario generator is based on the monomial method, a technique to solve systems of algebraic equations. Extensive numerical experiments show the accuracy and efficiency of the proposed moment-matching method when solving financial problems in complete and incomplete markets.

Related Topics
Physical Sciences and Engineering Computer Science Computer Science (General)
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