Exponential Martingale

Last modified by Nikita Kapchenko on 2019/12/19 12:54

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Exponential martingale:


SDE and it's solution:

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 One would try directly integrate Unknown macro: formula. Click on this message for details.
 :

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But having Unknown macro: formula. Click on this message for details.
in integral is problematic.Instead direct integration, we may recall that for non-stochastic function: Unknown macro: formula. Click on this message for details.

With this idea let's define Unknown macro: formula. Click on this message for details.
and apply Ito lemma to this new process:

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As you can see contrary to non-stochastic world, in stochastic case, we got additional dt - factor. 

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So now we can rewrite Y as process depending on simple brownian motion:

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Now applying Ito integration formula we got solution for Unknown macro: formula. Click on this message for details.
 :

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Finally recalling thatUnknown macro: formula. Click on this message for details.
 

We get the solution: Unknown macro: formula. Click on this message for details.