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Numerical method for model-free pricing of exotic derivatives in discrete time using rough path signatures

Abstract:
We estimate prices of exotic options in a discrete-time model-free setting when the trader has access to market prices of a rich enough class of exotic and vanilla options. This is achieved by estimating an unobservable quantity called ‘implied expected signature’ from such market prices, which are used to price other exotic derivatives. The implied expected signature is an object that characterizes the market dynamics.
Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1080/1350486X.2020.1726784

Authors


More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Mathematical Institute
Role:
Author
More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Mathematical Institute
Role:
Author
More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Mathematical Institute
Role:
Author


Publisher:
Taylor and Francis
Journal:
Applied Mathematical Finance More from this journal
Volume:
26
Issue:
6
Pages:
583-597
Publication date:
2020-02-18
Acceptance date:
2020-02-04
DOI:
EISSN:
1466-4313
ISSN:
1350-486X


Language:
English
Keywords:
Pubs id:
1089921
Local pid:
pubs:1089921
Deposit date:
2020-03-04

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