Calibration of Ornstein-Uhlenbeck process
Posted: Tue Apr 29, 2014 3:22 am
Hello EViews forum!
I'm trying to calculate the half-life of mean reversion of daily stockprices by the formula of T1/2 = ln(2)/k, where k is the speed of mean reversion.
But to solve for k I need to do a calibration/estimation of the Ornstein-Uhlenbeck by the Least Sqare method.
I tried following the steps presented here: http://fxpaul.wordpress.com/2011/05/26/ ... k-process/
I just don't know how to do it in practice. Would anybody care to explain thoroughly? I don't know how to solve for the parameters, i.e. where do I get deltaT, a and b?
Can I do a regression first in Excel and then use the parameters of a and b to solve for the other parameters?
Best regards,
Maurelius
I'm trying to calculate the half-life of mean reversion of daily stockprices by the formula of T1/2 = ln(2)/k, where k is the speed of mean reversion.
But to solve for k I need to do a calibration/estimation of the Ornstein-Uhlenbeck by the Least Sqare method.
I tried following the steps presented here: http://fxpaul.wordpress.com/2011/05/26/ ... k-process/
I just don't know how to do it in practice. Would anybody care to explain thoroughly? I don't know how to solve for the parameters, i.e. where do I get deltaT, a and b?
Can I do a regression first in Excel and then use the parameters of a and b to solve for the other parameters?
Best regards,
Maurelius