Fresh perspectives on unobservable variables: Data decomposition of the Kalman smoother
Macroeconomics makes extensive use of concepts for which there are no observed data. Empirical estimates of such unobservable variables - core inflation is one example - have to be estimated from observed data. The data decomposition tool helps identify the contribution of each piece of observed data to the estimate of the unobservable variable.
|Date of creation:||Dec 2013|
|Contact details of provider:|| Postal: P.O. Box 2498, Wellington|
Phone: 64 4 471-3767
Fax: 64 4 471-2270
Web page: http://www.rbnz.govt.nz
More information through EDIRC
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Cristadoro, Riccardo & Forni, Mario & Reichlin, Lucrezia & Veronese, Giovanni, 2005.
"A Core Inflation Indicator for the Euro Area,"
Journal of Money, Credit and Banking,
Blackwell Publishing, vol. 37(3), pages 539-560, June.
- King, R.G. & Rebelo, S.T., 1989.
"Low Frequency Filtering And Real Business Cycles,"
RCER Working Papers
205, University of Rochester - Center for Economic Research (RCER).
- Alejandro Justiniano & Bruce Preston, 2006.
"Can Structural Small Open Economy Models Account for the Influence of Foreign Disturbances?,"
2006 Meeting Papers
479, Society for Economic Dynamics.
- Justiniano, Alejandro & Preston, Bruce, 2010. "Can structural small open-economy models account for the influence of foreign disturbances?," Journal of International Economics, Elsevier, vol. 81(1), pages 61-74, May.
- Alejandro Justiniano & Bruce Preston, 2009. "Can structural small open economy models account for the influence of foreign disturbances?," Working Paper Series WP-09-19, Federal Reserve Bank of Chicago.
- Alejandro Justiniano & Bruce Preston, 2008. "Can Structural Small Open Economy Models Account for the Influence of Foreign Disturbances?," NBER Working Papers 14547, National Bureau of Economic Research, Inc.
- Stock, James H & Watson, Mark W, 2002. "Macroeconomic Forecasting Using Diffusion Indexes," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(2), pages 147-162, April.
- Beveridge, Stephen & Nelson, Charles R., 1981. "A new approach to decomposition of economic time series into permanent and transitory components with particular attention to measurement of the `business cycle'," Journal of Monetary Economics, Elsevier, vol. 7(2), pages 151-174.
- Koopman, Siem Jan & Harvey, Andrew, 2003.
"Computing observation weights for signal extraction and filtering,"
Journal of Economic Dynamics and Control,
Elsevier, vol. 27(7), pages 1317-1333, May.
- A. C. Harvey & Siem Jan Koopman, 2000. "Computing Observation Weights for Signal Extraction and Filtering," Econometric Society World Congress 2000 Contributed Papers 0888, Econometric Society.
- Harvey, A C, 1985. "Trends and Cycles in Macroeconomic Time Series," Journal of Business & Economic Statistics, American Statistical Association, vol. 3(3), pages 216-227, June.
- Michal Andrle, 2013. "What Is in Your Output Gap? Unified Framework & Decomposition into Observables," IMF Working Papers 13/105, International Monetary Fund.
- Timothy Cogley & James M. Nason, 1993.
"Effects of the Hodrick-Prescott filter on trend and difference stationary time series: implications for business cycle research,"
Working Papers in Applied Economic Theory
93-01, Federal Reserve Bank of San Francisco.
- Cogley, Timothy & Nason, James M., 1995. "Effects of the Hodrick-Prescott filter on trend and difference stationary time series Implications for business cycle research," Journal of Economic Dynamics and Control, Elsevier, vol. 19(1-2), pages 253-278.
- Forni, Mario & Lippi, Marco, 2000.
"The Generalized Dynamic Factor Model: Representation Theory,"
CEPR Discussion Papers
2509, C.E.P.R. Discussion Papers.
- Forni, Mario & Lippi, Marco, 2001. "The Generalized Dynamic Factor Model: Representation Theory," Econometric Theory, Cambridge University Press, vol. 17(06), pages 1113-1141, December.
- Harvey, A C & Jaeger, A, 1993. "Detrending, Stylized Facts and the Business Cycle," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(3), pages 231-247, July-Sept.
- Michal Andrle, 2013.
"Understanding DSGE Filters in Forecasting and Policy Analysis,"
IMF Working Papers
13/98, International Monetary Fund.
- Andrle, Michal, 2012. "Understanding DSGE Filters in Forecasting and Policy Analysis," Dynare Working Papers 16, CEPREMAP.
- Michael Kirker, 2010. "What drives core inflation? A dynamic factor model analysis of tradable and nontradable prices," Reserve Bank of New Zealand Discussion Paper Series DP2010/13, Reserve Bank of New Zealand.
- Peter K. Clark, 1987. "The Cyclical Component of U. S. Economic Activity," The Quarterly Journal of Economics, Oxford University Press, vol. 102(4), pages 797-814.
When requesting a correction, please mention this item's handle: RePEc:nzb:nzbans:2013/09. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Reserve Bank of New Zealand Knowledge Centre)
If references are entirely missing, you can add them using this form.