Buss, Ginters (2010): Seasonal decomposition with a modified Hodrick-Prescott filter.
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I describe preliminary results for seasonal decomposition procedure using a modified Hodrick-Prescott (Leser) filter. The procedure is simpler to implement compared to two currently most popular seasonal decomposition procedures - X-11 filters developed by the U.S. Census Bureau and SEATS developed by the Bank of Spain. A case study for Latvia's quarterly gross domestic product shows the procedure is able to extract a stable seasonal component, yet allowing for structural changes in seasonality.
|Item Type:||MPRA Paper|
|Original Title:||Seasonal decomposition with a modified Hodrick-Prescott filter|
|Keywords:||seasonal decomposition, Hodrick-Prescott filter, quarterly GDP|
|Subjects:||C - Mathematical and Quantitative Methods > C1 - Econometric and Statistical Methods and Methodology: General > C13 - Estimation: General
C - Mathematical and Quantitative Methods > C1 - Econometric and Statistical Methods and Methodology: General > C14 - Semiparametric and Nonparametric Methods: General
C - Mathematical and Quantitative Methods > C2 - Single Equation Models; Single Variables > C22 - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models
|Depositing User:||Ginters Buss|
|Date Deposited:||29. Jul 2010 00:53|
|Last Modified:||27. Feb 2013 20:22|
 Bell, W. R. and B. C. Monsell (1992), "X-11 symmetric linear filters and their transfer functions", Research Report Series RR-92/15, Bureau of the Census
 Dubois, E. and E. Michaux (2010), "Grocer 1.41: an econometric toolbox for Scilab", available at http://dubois.ensae.net/grocer.html
 Hodrick, R. J. and E. C. Prescott (1983), "Post-war U.S. business cycles: an empirical investigation", Discussion Paper 451, Northwestern University
 Kaiser, R. and A. Maravall (2000), "Notes on time series analysis, ARIMA models and signal extraction", Banco de Espana Working Papers 0012, Banco de Espana.