Displaying 3 results from an estimated 3 matches for "dlmmodarma".
2008 Oct 31
1
Kalman Filter
Hi,
I am studying Kalman Filter and it seems to be difficult for me to apply the
filter on a simple ARMA.
It is easy to construct the state-space model, for instance:
dlmModARMA(ar=c(0.4,-0.2),ma=c(0.2,-0.1, sigma2=1)
but applying the dlmFilter on it, it doesn't work...
I don't know if my problem is clear but if anyone has already worked on
Kalman filter, it could be great to advise me!
Thank you in advance!
Sandrine
2013 Feb 17
1
Hyperparameters in ARIMA models with dlm package
Hi, i'm beginner in Bayesian methods, I'm reading the documentation about
dlm package and kalman filters, I'm looking for a example of transformation
of ARIMA in a state space equivalent to use the dlm package and calcualte
the hyperparameters. Someone can help me about it?. If it's possible with a
arima(1,0,1) example, or more complex model. While I have more examples
best for me.
2009 May 10
1
Help with kalman-filterd betas using the dlm package
...,X, where Y is the response variable
this setup should give me a RW process if I have understood the example
correctly
mydlmModel = dlmModReg(X) + dlmModPoly(order=1)
and then run on the dlm model
dlmFilter(Y,mydlmModel )
but setting up a AR(1) process is unclear, should I use dlmModPoly or the
dlmModARMA to set up the model.
And at last but not the least, how do I set up a proper build function to
use with dlmMLE to optimize the starting values.
Regards Tom
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