Tuesday, May 12, 2015

taylor's series application

say we wanna know f(x1), but we only know
  • x1-x0 is small,
  • f(x0),
  • f'(x0), ie first derivative
  • f''(x0), ie 2nd derivative
  • higher order of derivatives, etc.
, what do we do?

using taylor's series, we can estimate by
f(x1) = f(x0) + (x1-x0)*f'(x0)/1! + (x1-x0)*f''(x0)/2! + ...

:D

a concrete example, say,

  • with the current underlying price, x0,
  • we calculate an option's value, f(x0),
  • the associated delta, f'(x0),
  • gamma, f''(x0)

if the underlying price moves a little bit from x0 to x1, how do we estimate the new option price, f(x1), without going through the option pricing model?

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