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American-Type Options: Stochastic Approximation Methods, Volume 1

American-Type Options: Stochastic Approximation Methods, Volume 1

Hardcover

Series: de Gruyter Studies in Mathematics, Book 56

General MathematicsProbability & Statistics

Currently unavailable to order

ISBN10: 3110329670
ISBN13: 9783110329674
Publisher: De Gruyter
Published: Nov 15 2013
Pages: 519
Weight: 2.26
Height: 1.13 Width: 6.69 Depth: 9.61
Language: English

The book gives a systematical presentation of stochastic approximation methods for models of American-type options with general pay-off functions for discrete time Markov price processes. Advanced methods combining backward recurrence algorithms for computing of option rewards and general results on convergence of stochastic space skeleton and tree approximations for option rewards are applied to a variety of models of multivariate modulated Markov price processes. The principal novelty of presented results is based on consideration of multivariate modulated Markov price processes and general pay-off functions, which can depend not only on price but also an additional stochastic modulating index component, and use of minimal conditions of smoothness for transition probabilities and pay-off functions, compactness conditions for log-price processes and rate of growth conditions for pay-off functions. The book also contains an extended bibliography of works in the area.

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