Hartmann, Daniel and Kempa, Bernd and Pierdzioch, Christian (2006): Economic and Financial Crises and the Predictability of U.S. Stock Returns.
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Abstract
We argue that the use of publicly available and easily accessible information on economic and financial crises to detect structural breaks in the link between stock returns and macroeconomic predictor variables improves the performance of simple trading rules in real time. In particular, our results suggest that accounting for structural breaks and regime shifts in forecasting regressions caused by economic and financial crises has the potential to increase the out-of-sample predictability of stock returns, the performance of simple trading rules, and the market-timing ability of an investor trading in the U.S. stock market.
Item Type: | MPRA Paper |
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Original Title: | Economic and Financial Crises and the Predictability of U.S. Stock Returns |
Language: | English |
Keywords: | Forecasting stock returns; financial and economic crises; trading rules |
Subjects: | G - Financial Economics > G1 - General Financial Markets > G11 - Portfolio Choice ; Investment Decisions C - Mathematical and Quantitative Methods > C5 - Econometric Modeling > C53 - Forecasting and Prediction Methods ; Simulation Methods E - Macroeconomics and Monetary Economics > E4 - Money and Interest Rates > E44 - Financial Markets and the Macroeconomy |
Item ID: | 2920 |
Depositing User: | Daniel Hartmann |
Date Deposited: | 25 Apr 2007 |
Last Modified: | 27 Sep 2019 21:18 |
References: | Adrian, T., and M.J. Fleming, 2005. What financing data reveal about dealer leverage. Federal Reserve Bank of New York Current Issues 11, 1–7. Aiolfi, M., and C.A. Favero, 2005. Model uncertainty, thick modeling and the predictability of stock returns. Journal of Forecasting 24, 233–254. Akaike, H., 1973. Information theory and an extension of the maximum likelihood principle. In: B. Petrov, and F. Csake (Eds.), Second International Symposium on Information Theory. Budapest: Akademia Kiado. Andrews, D.W.K., 1993. Tests for parameter instability and structural change with unknown change point. Econometrica 61, 821–856. Andrews, D.W.K., and W. Ploberger, 1994. Optimal tests when a nuisance parameter is present only under the alternative. Econometrica 62, 1383–1414. Ang, A., and G. Bekaert, 2002. International asset allocation with regime shifts. Review of Financial Studies 15, 1137–1187. Bai, J., and P. Perron, 1998. Estimating and testing linear models with multiple structural changes. Econometrica 66, 47-78. Bernanke, B.S., and M. Gertler, 1995. Inside the black box: the credit channel of monetary policy transmission. Journal of Economic Perspectives 9, 27–48. Bernanke, B.S., and C.S. Lown, 1991. The credit crunch. Brookings Papers on Economic Activity 2, 204–239. Chen, N.F., R. Roll, and S.A. Ross, 1986. Economic forces and the stock market. Journal of Business 59, 383–403. Cooper, M., H. Gulen, and M. Vassalou, 2001. Investing in size and book-to-market portfolios using information about the macroeconomy: Some new trading strategies. Unpublished Manuscript, Columbia University. Das, S.R., and R. Uppal, 2004. Systemic risk and international portfolio choice. Journal of Finance 59, 2809–2834. De Bondt, G., 2005. Does the credit risk premium lead the stock market? Applied Financial Economics Letters 1, 263–268. Duca, J., 1999. What credit market indicators tell us. Federal Reserve Bank of Dallas Economic and Financial Review, 3rd Quarter, 2–13. Elton, E.J., M.J. Gruber, D. Agarwal, and C. Mann, 2001. Explaining the rate spread on corporate bonds. Journal of Finance 56, 247–277. Fama, E., and K. French, 1989. Business conditions and expected returns on stocks and bonds. Journal of Financial Economics 25, 23–49. Hansen, B.E., 1997a. Inference in TAR models. Studies in Nonlinear Dynamics and Econometrics 2, 1–14. Hansen, B.E., 1997b. Approximate asymptotic p-values for structural change tests. Journal of Business and Economic Statistic 15, 60–67. Kaufman, G.G., 1994. The U.S. banking debacle of the 1980s: an overview and lessons, Center for Financial and Policy Studies Working Paper 94-6, Loyola University of Chicago. Kole, E., K. Koedijk, and M. Verbeek, 2006. Portfolio implications of systemic risk. Journal of Banking and Finance 30, 2347–2369. Lui, J., F.A. Longstaff, and J. Pan, 2003. Dynamic asset allocation with event risk. Journal of Finance 58, 231–259. Paye, B.S., and A. Timmermann, 2006. Instability of return prediction models. Journal of Empirical Finance 13, 274–315. Perez-Quiros, G., and A. Timmermann, 2000. Firm size and cyclical variations in stock returns. Journal of Finance 55, 1229–1262. Pesaran, M.H., and A. Timmermann, 1992. A simple nonparametric test of predictive performance. Journal of Business and Economic Statistics 10, 461–465. Pesaran, M.H., and A. Timmermann, 1995. The robustness and economic significance of predictability of stock returns. Journal of Finance 50, 1201–1228. Pesaran, M.H., and A. Timmermann, 2000. A recursive modelling approach to predicting UK stock returns. Economic Journal 110, 159–191. Pesaran, M.H., and A. Timmermann, 2002. Market timing and return prediction under model instability. Journal of Empirical Finance 9, 495–510 Rapach, D.E., and M.E. Wohar, 2006. Structural breaks and predictive regressions models of aggregate U.S. stock returns. Journal of Financial Econometrics 4, 238–274. Rapach, D.E., M.E. Wohar, and J. Rangvid, 2005. Macro variables and international stock return predictability. International Journal of Forecasting 21, 137–166. Schwarz G., 1978. Estimating the dimension of a model. Annals of Statistics 6, 416–464 Sharpe, W.F., 1966. Mutual fund performance. Journal of Business 39, 119–138. Shiller, R.J., 1984. Stock prices and social dynamics. Brookings Papers on Economic Activity 2, 457–498. Timmermann, A., 2001. Structural breaks, incomplete information, and stock prices. Journal of Business and Economics Statistics 19, 299–314. White, W.R., 2000. What have we learned from recent financial crises and policy responses? In: J.R. Bisignano, W.C. Hunter, and G.G. Kaufman (Eds.), Global financial crises: Lessons from Recent Events, 177-200, Springer, Berlin. Whitelaw, R.F., 1997. Time-varying Sharpe ratios and market timing. Unpublished manuscript, New York University. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/2920 |
Available Versions of this Item
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Economic and Financial Crises and the Predictability of U.S. Stock Returns. (deposited 23 Oct 2006)
- Economic and Financial Crises and the Predictability of U.S. Stock Returns. (deposited 25 Apr 2007) [Currently Displayed]