The information content of financial aggregates in Australia
AbstractThis paper examines whether financial aggregates provide information useful for predicting the subsequent behavior of real output and inflation. We employ vector autoregression (VAR) techniques to summarize the information in the data, providing evidence on the incremental forecasting value of financial aggregates for forecasting real output and inflation. The in-sample results suggest that there are only a few situations in which knowledge of the aggregates helps forecast real output and inflation. We then test the forecast performance of the VAR systems for two years out-of-sample in order to mimic more closely the real-time forecasting problem faced by policymakers. We compare the out-of-sample forecast accuracy of VAR systems including a financial aggregate with the corresponding system excluding the financial aggregate. Overall, both in-sample and out-of-sample results suggest no robust finding of exploitable information that is useful for policymakers in any of the financial aggregates under examination.
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Bibliographic InfoPaper provided by Federal Reserve Bank of Atlanta in its series Working Paper with number 96-14.
Date of creation: 1996
Date of revision:
Other versions of this item:
- Ellis W. Tallman & Naveen Chandra, 1996. "The Information Content of Financial Aggregates in Australia," RBA Research Discussion Papers rdp9606, Reserve Bank of Australia.
- E40 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - General
- E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
- E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers
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.:
- Stephen G. Cecchetti, 1996.
"Inflation Indicators and Inflation Policy,"
NBER Working Papers
5161, National Bureau of Economic Research, Inc.
- de Brouwer, Gordon & Ericsson, Neil R, 1998.
"Modeling Inflation in Australia,"
Journal of Business & Economic Statistics,
American Statistical Association, vol. 16(4), pages 433-49, October.
- Gordon de Brouwer & Neil R. Ericsson, 1995. "Modelling Inflation in Australia," RBA Research Discussion Papers rdp9510, Reserve Bank of Australia.
- Gordon de Brouwer & Neil R. Ericsson, 1995. "Modelling inflation in Australia," International Finance Discussion Papers 530, Board of Governors of the Federal Reserve System (U.S.).
- David E. Runkle, 1987. "Vector autoregressions and reality," Staff Report 107, Federal Reserve Bank of Minneapolis.
- Robert G. Trevor & Susan J. Thorp, 1988.
"VAR Forecasting Models of the Australian Economy: A Preliminary Analysis,"
RBA Research Discussion Papers
rdp8802, Reserve Bank of Australia.
- Trevor, R G & Thorp, S J, 1988. "VAR Forecasting Models of the Australian Economy: A Preliminary Analysis," Australian Economic Papers, Wiley Blackwell, vol. 27(0), pages 108-20, Supplemen.
- Orden, David & Fisher, Lance A, 1993. "Financial Deregulation and the Dynamics of Money, Prices, and Output in New Zealand and Australia," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 25(2), pages 273-92, May.
- Runkle, David E, 1987. "Vector Autoregressions and Reality," Journal of Business & Economic Statistics, American Statistical Association, vol. 5(4), pages 437-42, October.
- Michael Coelli & Jerome Fahrer, 1992. "Indicators of Inflationary Pressure," RBA Research Discussion Papers rdp9207, Reserve Bank of Australia.
- Stock, James H. & Watson, Mark W., 1989. "Interpreting the evidence on money-income causality," Journal of Econometrics, Elsevier, vol. 40(1), pages 161-181, January.
- Feridun, M. & Adebiyi, M.A., 2006. "Forecasting Inflation in Developing Economies: The Case of Nigeria, 1986-1998," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 3(1), pages 55-84.
- Simatele, Munacinga C H, 2004. "Financial sector reforms and monetary policy reforms in Zambia," MPRA Paper 21575, University Library of Munich, Germany.
- Ellis W. Tallman & Naveen Chandra, 1997.
"Financial aggregates as conditioning information for Australian output and inflation,"
97-8, Federal Reserve Bank of Atlanta.
- Ellis W. Tallman & Naveen Chandra, 1997. "Financial Aggregates as Conditioning Information for Australian Output and Inflation," RBA Research Discussion Papers rdp9704, Reserve Bank of Australia.
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