kalman filtering with missing data

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EviewsUser1
Posts: 40
Joined: Thu Aug 28, 2014 8:08 am

kalman filtering with missing data

Postby EviewsUser1 » Thu Sep 04, 2014 1:53 pm

I am trying to use the Kalman filter to estimate a dynamic factor model on a panel of data that is unbalanced -- there are missing observations at the end of the sample for a few of the series. Does Eviews automatically handle the missing observations in the Kalman algorithm? How do I specify this model in Eviews?

EViews Glenn
EViews Developer
Posts: 2682
Joined: Wed Oct 15, 2008 9:17 am

Re: kalman filtering with missing data

Postby EViews Glenn » Thu Sep 04, 2014 4:20 pm

The Kalman filter allows for missing values in some or all of the signal variables, but not in the regressors in the state equations.

Note that EViews state space tools do not work in panel settings.

EviewsUser1
Posts: 40
Joined: Thu Aug 28, 2014 8:08 am

Re: kalman filtering with missing data

Postby EviewsUser1 » Mon Sep 15, 2014 7:43 am

Can I specify the state equations in matrix form?
F(t)=AF(t-1)+Bu(t)
where F is a 10x1, A is 10x10, B is 10x2 and u(t) is 2x1

EViews Glenn
EViews Developer
Posts: 2682
Joined: Wed Oct 15, 2008 9:17 am

Re: kalman filtering with missing data

Postby EViews Glenn » Mon Sep 15, 2014 9:54 am

Unfortunately not. You'll have to specify each of the 10 state equations individually.


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