Understanding Ito

Discussion in 'CT8' started by april2105, Aug 14, 2012.

  1. april2105

    april2105 Member

    Hi,
    Q1 ii) in revision booklet 3 asks to find DX_t using Ito's lemma.
    (April 2002 Q2)

    I just have a few questions regarding the solution that will hopefully help me on my way.

    1) in the tables the value you assign to a (or mu) is the term that's with the dt term and the b (or sigma) is the term with the dz. Here there is neither so how does it link up?

    2) The notation confuses me. My do we go from df(B_t) to f(x) to dX_t?

    3) the term that would correspond to the dellG/dellt bit on pg 46 of the tables isnt included, why is that? Do you need explicut t's in the model equation rather than just the "t" in B_t?

    Thanks!
     
  2. Mike Lewry

    Mike Lewry Member

    1) In the tables, a and b are the coefficients for your diffusion process x, which underlies G.

    In this question, X is a function of B, so the underlying diffusion is just standard BM. so a=0 and b=1.

    I find it easier to use Taylor directly as a function of whatever is given in the question. That way, I never need to worry about identifying a and b.

    2) By writing X as f(B), we're just making it clear that X is a function of B.
    Writing f(x) helps us focus on the function f while we're differentiating it. Writing f(B) here might be confusing as B is non-differentiable. That's not relevant though, as it's f we're differentiating. As long as your notation is clear, you don't need to follow this convention in exam answers.

    3) Correct. There's no explicit t dependence so dellX/dellt=0
     

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