Affichage des articles dont le libellé est Itos Lemma Question. Afficher tous les articles
Affichage des articles dont le libellé est Itos Lemma Question. Afficher tous les articles

Ito's Lemma Question

mardi 27 janvier 2015

I have a question about the following Ito's Lemma problem:



X(t) has the following process, dX(t) = 0.4dt+0.2dZ(t) where {Z(t)} is a standard Brownian Motion.



Let Y(t) = e^(w[X(t)+0.02t])



Y(t) satisfies the following stochastic differential equation: d ln Y(t) = a(w)dt + B(w)dZ(t).



Determine a(1/2).



(just to state the obvious, a is alpha, B is beta, w is omega)



I did this problem without using Ito's Lemmma, but got the same answer. I am hoping someone can tell me if my method will always work or if I just got lucky. I will give it a shot at explaining what I did:

1. Took log of Y(t). [ln Y(t) = w(X(t)+0.02t)]



2. differentiated both sides of Y(t) with respect to t. [d ln Y(t) = w(dX(t)+0.02dt)]



3. Substituted 0.4dt +0.2dZ(t) into dY(t) for the d(x(t) term. [d ln Y(t) = w(0.42dt+0.2dZ(t))]



4. Substituted w(0.42dt+0.2dZ(t)) into the d ln Y(t) term of d ln Y(t) = a(w)dt + B(w)dZ(t).



[ w(0.42dt+0.2dZ(t)) = a(w)dt + B(w)dZ(t)] ---> [ 0.42wdt+0.2wdZ(t)) = a(w)dt + B(w)dZ(t)]



5. Evaluated new equation for w=1/2. [ 0.21dt+0.1dZ(t)) = a(1/2)dt + B(1/2)dZ(t)]



6. "Observed" that a(1/2)=0.21 and B(1/2)=0.1

Will this always work or did it just work out nicely for this problem?



Thanks for any input!





Ito's Lemma Question
 

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