Kalman Filter and its Economic Applications
AbstractThis 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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Bibliographic InfoPaper provided by University Library of Munich, Germany in its series MPRA Paper with number 22734.
Date of creation: 15 Oct 2006
Date of revision:
Kalman Filter; Time-varying Parameters; Stochastic Volatility; Markov Switching;
Find related papers by JEL classification:
- C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General
- B41 - Schools of Economic Thought and Methodology - - Economic Methodology - - - Economic Methodology
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- Harvey, Andrew & Ruiz, Esther & Shephard, Neil, 1994.
"Multivariate Stochastic Variance Models,"
Review of Economic Studies, Wiley Blackwell,
Wiley Blackwell, vol. 61(2), pages 247-64, April.
- Tom Doan, . "RATS programs to estimate multivariate stochastic volatility models," Statistical Software Components RTZ00093, Boston College Department of Economics.
- 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, The MIT Press, edition 1, volume 1, number 0262112388, December.
- Ozbek, Levent & Ozlale, Umit, 2005.
"Employing the extended Kalman filter in measuring the output gap,"
Journal of Economic Dynamics and Control, Elsevier,
Elsevier, vol. 29(9), pages 1611-1622, September.
- Tom Doan, . "RATS programs to replicate Ozbek and Ozlale state space model with time-varying coefficients," Statistical Software Components RTZ00128, Boston College Department of Economics.
- Ledenyov, Dimitri O. & Ledenyov, Viktor O., 2013. "On the Stratonovich – Kalman - Bucy filtering algorithm application for accurate characterization of financial time series with use of state-space model by central banks," MPRA Paper 50235, University Library of Munich, Germany.
- Yüksel, Ebru & Metin-Ozcan, Kivilcim & Hatipoglu, Ozan, 2013.
"A survey on time-varying parameter Taylor rule: A model modified with interest rate pass-through,"
Economic Systems, Elsevier,
Elsevier, vol. 37(1), pages 122-134.
- Ebru Yuksel & Kývýlcým Metin Ozcan & Ozan Hatipoglu, 2012. "A Survey on Time Varying Parameter Taylor Rule: A Model Modified with Interest Rate Pass Through," Working Papers, Bogazici University, Department of Economics 2012/08, Bogazici University, Department of Economics.
- Rocío Elizondo, 2012. "Monthly GDP estimates based on the IGAE," Working Papers, Banco de MÃ©xico 2012-11, Banco de México.
- Kawashima, Shigekazu & Sari, Deffi Ayu Puspito, 2010. "Time-varying Armington elasticity and country-of-origin bias: from the dynamic perspective of the Japanese demand for beef imports," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, Australian Agricultural and Resource Economics Society, vol. 54(1), March.
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