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frolloos
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geodesic on stochastic manifold

April 14th, 2009, 7:52 am

given n correlated assets, S_1 to S_n, is it somehow possible to relate the transition density S_1(t),...,S_n(t) --> S_1(T),...,S_n(T) to a geodesic on the manifold, with metric related to the correlation matrix?cheers, Frido
 
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GoGoFa
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geodesic on stochastic manifold

April 20th, 2009, 12:18 pm

Yes it is. See Pierre Henry-Labordere's book.
 
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dougal12
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geodesic on stochastic manifold

April 20th, 2009, 1:10 pm

Do you have a reference to his book, please?
 
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lesniewski
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geodesic on stochastic manifold

April 21st, 2009, 11:02 am

Last edited by lesniewski on April 20th, 2009, 10:00 pm, edited 1 time in total.
 
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lesniewski
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geodesic on stochastic manifold

April 21st, 2009, 11:10 am

Yes, this is the content of the classic theorem by Varadhan which states roughly the following. The transition probability is given asymptotically (in the limit where the time ) by . Here is the geodesic distance between the points on the state space with respect to a suitable Riemannian metric (involving the correlations bewteen the Brownians and diffusion coefficients). You can easily find more on Varadhan's theorem by searching the web.QuoteOriginally posted by: frolloosgiven n correlated assets, S_1 to S_n, is it somehow possible to relate the transition density S_1(t),...,S_n(t) --> S_1(T),...,S_n(T) to a geodesic on the manifold, with metric related to the correlation matrix?cheers, Frido
Last edited by lesniewski on April 20th, 2009, 10:00 pm, edited 1 time in total.
 
frolloos
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Location: Netherlands

geodesic on stochastic manifold

April 23rd, 2009, 7:05 am

thank you for the replies and references, will look into the articles & book you mentioned.
 
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GoGoFa
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geodesic on stochastic manifold

April 24th, 2009, 11:52 am

Analysis, Geometry, and Modelling in Finance, Chapman & HallHowever most of the stuff can be found in working papers.