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Original Articles

Have structural changes eliminated the out-of-sample ability of financial variables to forecast real activity after the mid-1980s? Evidence from the Canadian economy

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Pages 3965-3985 | Published online: 27 Jun 2011

References

  • Andrews , DWK . 1993 . Tests for parameter instability and structural change with unknown change point . Econometrica , 61 : 821 – 56 .
  • Bai , J . 1997 . Estimation of a change point in multiple regressions . Review of Economics and Statistics , 79 : 551 – 63 .
  • Bai, J. and Perron P. (BP) (1998) Estimating and testing linear models with multiple structural changes. Econometrics, 66, 47–78
  • Bai, J. and Perron P. (BP) (2003) Computation and analysis of multiple structural change models. Journal of Applied Econometrics, 18, 1–22
  • Berk , JB . 1998 . The information content of the yield curve for monetary policy: a survey . The Economist , 146 : 303 – 20 .
  • Bernanke, B. S. (2004) What policymakers can learn from asset prices, Federal Reserve Board, April 15. Available at http://www.federalreserve.gov/boarddocs/speeches/2004/20040415/default.htm (accessed 5 May 2011)
  • Bernanke , BS and Boivin , J . 2003 . Monetary policy in a data-rich environment . Journal of Monetary Economics , 50 : 525 – 46 .
  • Chan , T , Djoudad , R and Loi , J . 2005 . Changes in the indicator properties of narrow monetary aggregates . Bank of Canada Review , Summer : 3 – 10 .
  • Choia , K and Jung , C . 2009 . Structural changes and the US money demand function . Applied Economics , 41 : 1251 – 7 .
  • Clark , TE and McCracken , MW . 2001 . Tests of equal forecast accuracy and encompassing for nested models . Journal of Econometrics , 105 : 85 – 110 .
  • Clark, T. E. and McCracken, M. W. (2004) Evaluating long horizon forecasts, Manuscript, University of Missouri-Columbia
  • Clark , TE and McCracken , MW . 2005 . The power of tests of predictive ability in the presence of structural breaks . Journal of Econometrics , 12 : 1 – 31 .
  • Cross, P. (1996) Alternative measures of business cycles in Canada: 1947–1992, Catalogue No. 11-010-XPB, Canadian Economic Observer, Statistic Canada
  • Cross, P. (2004) A diffusion index for GDP, Canadian Economic Observer, May, Statistics Canada
  • Davidian , M and Carroll , RJ . 1987 . Variance function estimation . Journal of the American Statistical Association , 82 : 1079 – 91 .
  • Diebold , FX and Mariano , RS . 1995 . Comparing predictive accuracy . Journal of Business and Economic Statistics , 13 : 253 – 63 .
  • Dufour, J. M. and Tessier, D. (2006) Short-run and long-run causality between monetary policy and stock prices, Bank of Canada Working Paper No. 2006-39
  • Duguay , P . 1994 . Empirical evidence on the strength of the monetary transmission mechanism in Canada: an aggregate approach . Journal of Monetary Economics , 33 : 39 – 61 .
  • Estrella , A and Trubin , MR . 2006 . The yield curve as a leading indicator: some practical issues . Current Issues in Economics and Finance , 12 : 1 – 7 .
  • Fang , WS , Miller , SM and Lee , CS . 2008 . Cross-country evidence on output growth volatility: nonstationary variance and GARCH models . Scottish Journal of Political Economy , 55 : 509 – 41 .
  • Goodhart, C. and Hofmann, B. (2001) Asset prices, financial conditions, and the transmission of monetary policy, in paper presented for the conference on Asset Prices, Exchange Rates, and Monetary Policy, March 2–3, Stanford University, Stanford
  • Hansen , BE . 2000 . Testing for structural change in conditional models . Journal of Econometrics , 97 : 93 – 115 .
  • Harvey , CR . 1997 . The relation between the term structure of interest rates and Canadian economic growth . The Canadian Journal of Economics , 30 : 169 – 93 .
  • Hassapis , C . 2003 . Financial variables and real activity in Canada . The Canadian Journal of Economics , 36 : 421 – 42 .
  • Jin , HJ and Miljkovic , D . 2010 . An analysis of multiple structural breaks in US relative farm prices . Applied Economics , 42 : 3253 – 65 .
  • Kim , CJ and Nelson , CR . 1999 . Has the US economy become more stable? A Bayesian approach on a Markov-switching model of the business cycle . The Review of Economics and Statistics , 81 : 608 – 16 .
  • McConnell, M. M. and Perez-Quiros, G. (1998) Output fluctuations in the United States: what has changed since the early 1880s?, Staff Reports No. 41, June, Federal Reserve Bank of New York
  • McConnell , MM and Perez-Quiros , G . 2000 . Output fluctuations in the United States: what has changed since the early 1980s? . The American Economic Review , 90 : 1464 – 76 .
  • Newey , WK and West , KD . 1987 . A simple, positive semi-definite, heteroskedasticity, autocorrelation consistent covariance matrix . Econometrica , 55 : 703 – 8 .
  • Newey , WK and West , KD . 1994 . Automatic lag selection in covariance matrix estimation . Review of Economic Studies , 61 : 631 – 53 .
  • Rapach , DE and Weber , CE . 2004 . Financial variables and the simulated out-of-sample forecastability of US output growth since 1985: an encompassing approach . Economic Enquiry , 42 : 717 – 38 .
  • Rapach , DE and Wohar , ME . 2006 . Structural breaks and predictive regression models of aggregate US stock returns . Journal of Financial Economics , 4 : 238 – 74 .
  • Ratnovsky, L. and Huang, R. (2009) Why are Canadian banks more resilient?, IMF Working Paper No. WP/09/152
  • Rogoff, K. and Stavrakeva, V. (2008) The continuing puzzle of short horizon exchange rate forecasting, NBER Working Paper No. 14071
  • Rossi , B . 2005 . Optimal tests of nested model selection with underlying parameter instability . Econometric Theory , 21 : 962 – 90 .
  • Sensier , M and van Dijk , D . 2004 . Testing for volatility changes in US macroeconomic time series . The Review of Economics and Statistics , 86 : 833 – 9 .
  • Siklos , PL and Barton , AG . 2001 . Monetary aggregates as indicators of economic activity in Canada: empirical evidence . The Canadian Journal of Economics , 34 : 1 – 17 .
  • Stock , JH and Watson , MW . 2003 . Forecasting output and inflation: the role of asset prices . Journal of Economic Literature , 41 : 788 – 829 .
  • West , KD . 1996 . Asymptotic inference about predictive ability . Econometrica , 64 : 1067 – 84 .

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