Simple State Space Example
Posted: Sun Jan 09, 2011 7:08 pm
I am new to state space modeling. Can someone help me with a simple problem that I have seen as an application of the Kalmon filter.
An object starts from a cetain psition. It is traveling in a straight line. The speed has a known expected value but there is some uncertaintly. After one unit of time a new position can be computed from the intial position and the speed. There is some error, however, since the speed is subject to error. Also after the one unit of time has elasped, a measurement of the new location is made. There medasurement is also subject to error.
In theory, the two estimates of the new location, one based on the previous location plus the speed and the other from the measurement, can be combined to provide a more acurate estimate of the new location than either coulld by itself.
Could someone please show me how to set this up using a state space object in Eviews?
An object starts from a cetain psition. It is traveling in a straight line. The speed has a known expected value but there is some uncertaintly. After one unit of time a new position can be computed from the intial position and the speed. There is some error, however, since the speed is subject to error. Also after the one unit of time has elasped, a measurement of the new location is made. There medasurement is also subject to error.
In theory, the two estimates of the new location, one based on the previous location plus the speed and the other from the measurement, can be combined to provide a more acurate estimate of the new location than either coulld by itself.
Could someone please show me how to set this up using a state space object in Eviews?