I analyzed the kalman filter based approaches like mean reverting, random
coefficient and random walk. 

At this point Automatic package is inadequate and need some constraints. I
also found Kalman Filter code 

in Shumway$Stoffer book, but it did not provide the correct optimization. 

Can you suggest any R codes for kalman filter based approaches?

Regards,
Serdar



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