STLS/US-VECM6.1: a vector error-correction forecasting model of the U. S. economy
AbstractAny research or policy analysis exercise in economics must be consistent with the time-series properties of observed macroeconomic data. This paper discusses in detail the specification of a six-variable vector error-correction forecasting model. We test for cointegration among those variables: the CPI, the implicit price deflator for GDP, real money balances (M1), the federal funds rate, the yield on long-term (10-year) government bonds, and real GDP. We also examine the estimated dynamic parameters of the vector error correction structure, and analyze the properties of the model residuals in detail; discuss the forecasting performance of the model with particular reference to the 1990-91 recession and the 1994-95 expansion; compare alternative permanent/transitory decompositions of the data series that are implied by the estimated parameters of the model; discuss the role of weak exogeneity in our estimated structure, and the identifying restrictions that are sufficient to determine a 'historical policy rule' within the sample; discuss the conditions required for identification of 'dynamic economic models' from the reduced form VECM structure and apply one set of exactly identifying restrictions to derive impulse response functions for a permanent nominal shock and a permanent real shock; and, report some ex-ante forecasts from recent history.
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Bibliographic InfoPaper provided by Federal Reserve Bank of St. Louis in its series Working Papers with number 1997-008.
Date of creation: 1997
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- Dennis Hoffman & Robert H. Rasche, 1989.
"Long-run Income and Interest Elasticities of Money Demand in the United States,"
NBER Working Papers
2949, National Bureau of Economic Research, Inc.
- Hoffman, Dennis L & Rasche, Robert H, 1991. "Long-Run Income and Interest Elasticities of Money Demand in the United States," The Review of Economics and Statistics, MIT Press, vol. 73(4), pages 665-74, November.
- Fama, Eugene F., 1992. "Transitory variation in investment and output," Journal of Monetary Economics, Elsevier, vol. 30(3), pages 467-480, December.
- Ben S. Bernanke, 1986.
"Alternative Explanations of the Money-Income Correlation,"
NBER Working Papers
1842, National Bureau of Economic Research, Inc.
- Bernanke, Ben S., 1986. "Alternative explanations of the money-income correlation," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 25(1), pages 49-99, January.
- James H. Stock & Mark W. Watson, 1991.
"A simple estimator of cointegrating vectors in higher order integrated systems,"
Working Paper Series, Macroeconomic Issues
91-3, Federal Reserve Bank of Chicago.
- Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
- Warne, A., 1993. "A Common Trends Model: Identification, Estimation and Inference," Papers 555, Stockholm - International Economic Studies.
- Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
- Hoffman, Dennis L. & Rasche, Robert H. & Tieslau, Margie A., 1995. "The stability of long-run money demand in five industrial countries," Journal of Monetary Economics, Elsevier, vol. 35(2), pages 317-339, April.
- Huizinga, John & Mishkin, Frederic S., 1986.
"Monetary policy regime shifts and the unusual behavior of real interest rates,"
Carnegie-Rochester Conference Series on Public Policy,
Elsevier, vol. 24(1), pages 231-274, January.
- John Huizinga & Frederic S. Mishkin, 1985. "Monetary Policy Regime Shifts and the Unusual Behavior of Real Interest Rates," NBER Working Papers 1678, National Bureau of Economic Research, Inc.
- Crowder, William J & Hoffman, Dennis L, 1996. "The Long-Run Relationship between Nominal Interest Rates and Inflation: The Fisher Equation Revisited," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 28(1), pages 102-18, February.
- Horvath, Michael T.K. & Watson, Mark W., 1995. "Testing for Cointegration When Some of the Cointegrating Vectors are Prespecified," Econometric Theory, Cambridge University Press, vol. 11(05), pages 984-1014, October.
- John Y. Campbell & Robert J. Shiller, 1986.
"Cointegration and Tests of Present Value Models,"
Cowles Foundation Discussion Papers
785, Cowles Foundation for Research in Economics, Yale University.
- Campbell, John & Shiller, Robert, 1987. "Cointegration and Tests of Present Value Models," Scholarly Articles 3122490, Harvard University Department of Economics.
- John Y. Campbell & Robert J. Shiller, 1986. "Cointegration and Tests of Present Value Models," NBER Working Papers 1885, National Bureau of Economic Research, Inc.
- John Y. Campbell & Robert J. Shiller, 1988.
"Interpreting Cointegrated Models,"
NBER Working Papers
2568, National Bureau of Economic Research, Inc.
- Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-80, November.
- Robert G. King & Charles I. Plosser & James H. Stock & Mark W. Watson, 1987.
"Stochastic Trends and Economic Fluctuations,"
NBER Working Papers
2229, National Bureau of Economic Research, Inc.
- Robert E. Lucas, Jr., 1994. "On the welfare cost of inflation," Working Papers in Applied Economic Theory 94-07, Federal Reserve Bank of San Francisco.
- Clements, M.P. & Hendry, D., 1992. "On the Limitations of Comparing Mean Square Forecast Errors," Economics Series Working Papers 99138, University of Oxford, Department of Economics.
- Hendry, David F & Starr, Ross M, 1993. "The Demand for M1 in the USA: A Reply," Economic Journal, Royal Economic Society, vol. 103(420), pages 1158-69, September.
- Robert Ingenito & Bharat Trehan, 1996. "Using monthly data to predict quarterly output," Economic Review, Federal Reserve Bank of San Francisco, pages 3-11.
- Christopher A. Sims, 1986. "Are forecasting models usable for policy analysis?," Quarterly Review, Federal Reserve Bank of Minneapolis, issue Win, pages 2-16.
- Gali, Jordi, 1992.
"How Well Does the IS-LM Model Fit Postwar U.S. Data,"
The Quarterly Journal of Economics,
MIT Press, vol. 107(2), pages 709-38, May.
- Tom Doan, . "RATS programs to replicate Gali's QJE 1992 results," Statistical Software Components RTZ00063, Boston College Department of Economics.
- Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
- ENGLE, Robert F. & HENDRY, David F. & RICHARD, Jean-François, .
CORE Discussion Papers RP
-516, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Engle, Robert F & Hendry, David F & Richard, Jean-Francois, 1979. "Exogeneity," The Warwick Economics Research Paper Series (TWERPS) 162, University of Warwick, Department of Economics.
- Taylor, John B., 1993. "Discretion versus policy rules in practice," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 39(1), pages 195-214, December.
- Engle, Robert F & Granger, Clive W J, 1987. "Co-integration and Error Correction: Representation, Estimation, and Testing," Econometrica, Econometric Society, vol. 55(2), pages 251-76, March.
- Bernanke, Ben S & Blinder, Alan S, 1992.
"The Federal Funds Rate and the Channels of Monetary Transmission,"
American Economic Review,
American Economic Association, vol. 82(4), pages 901-21, September.
- Ben Bernanke, 1990. "The Federal Funds Rate and the Channels of Monetary Transnission," NBER Working Papers 3487, National Bureau of Economic Research, Inc.
- Ben S. Bernanke & Alan S. Blinder, 1989. "The federal funds rate and the channels of monetary transmission," Working Papers 89-10, Federal Reserve Bank of Philadelphia.
- Jeffrey C. Fuhrer, 1995. "The Phillips curve is alive and well," New England Economic Review, Federal Reserve Bank of Boston, issue Mar, pages 41-56.
- Engle, Robert F. & Yoo, Byung Sam, 1987. "Forecasting and testing in co-integrated systems," Journal of Econometrics, Elsevier, vol. 35(1), pages 143-159, May.
- Hoffman, Dennis L & Rasche, Robert H, 1996. "Assessing Forecast Performance in a Cointegrated System," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(5), pages 495-517, Sept.-Oct.
- Richard G. Anderson, 2006. "Monetary base," Working Papers 2006-049, Federal Reserve Bank of St. Louis.
- Reifschneider, David L. & Stockton, David J. & Wilcox, David W., 1997. "Econometric models and the monetary policy process," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 47(1), pages 1-37, December.
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