Kalman Filter and its Economic Applications
This paper is an eclectic study of the uses of the Kalman filter in existing econometric literature. An effort is made to introduce the various extensions to the linear filter first developed by Kalman(1960) through examples of their uses in economics. The basic filter is first derived and then some applications are reviewed.
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- Chang-Jin Kim & Charles R. Nelson, 1999. "State-Space Models with Regime Switching: Classical and Gibbs-Sampling Approaches with Applications," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262112388, December.
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- Ozbek, Levent & Ozlale, Umit, 2005.
"Employing the extended Kalman filter in measuring the output gap,"
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Elsevier, vol. 29(9), pages 1611-1622, September.
- Tom Doan, "undated". "RATS programs to replicate Ozbek and Ozlale state space model with time-varying coefficients," Statistical Software Components RTZ00128, Boston College Department of Economics.
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