Kalman Filter

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vwsteven
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Joined: Sun Jan 13, 2013 9:54 am

Kalman Filter

Postby vwsteven » Wed Apr 17, 2013 5:24 am

Hello all,

I'm trying to estimate a Kalman Filter but I'm having some trouble setting up the right state-space model.

The point of the estimation is to estimate the price of 6 stocks, using two factors. One factor is a common factor (so its the same for all stocks) and the other is an individual one.

so the measurement equation should be: (i is the stock and t the time period)

p(t,i) = lambda1*FC(t) + lambda2*FI(t,i) + error(t,i)

the two factors should be defined in the space equation as AR(1) functions so
FC(t)= a1*FC(t-1), FI(t)=a2*FI(t-1)
where a is the autocorrelation parameter

can someone help me with this please?

trubador
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Joined: Thu Nov 20, 2008 12:04 pm

Re: Kalman Filter

Postby trubador » Thu Apr 18, 2013 3:26 am



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