Understanding Interest Rate Models and Wiener Processes
This content covers the Vasicek model, Wiener processes, exact mean and variance of the model, as well as the geometric Brownian motion. It explains the components and calculations involved in these models with visuals for better comprehension.
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Presentation Transcript
Interest rate models AYESHA AHMAD
Vasicek Model Model is given by ?? = ? ?? ?? + ? dWt We need as input ? ? ? ? ? ? and ? to decide ?? =
Wiener Processes Let ? be wiener processes and ?? be the increment ?? in normally distributed with mean zero and variance ?? ?W = ?? (0,1) ?? = ????????? ? Lets define an array W ?[? + 1] = ? [?] + ?? ?? (0,1) ? ? + 1 = ? ? +
Vasicek ?? = ? ?? ?? + ? dWt ?0= 0 Lets define an array R R[? + 1] = R [?] + ??
Exact mean of this model is 1 ? ?? ? ?
Exact variance is ?(1 ?2?? ??? =? ) 2?
GBW ?? = ???? + ???? ? = ?0??? 2?2?? (??2? 1) ??? = ?0