Exponential Martingale
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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:
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:
Now applying Ito integration formula we got solution for Unknown macro: formula. Click on this message for details.
:
Finally recalling thatUnknown macro: formula. Click on this message for details.
We get the solution: Unknown macro: formula. Click on this message for details.