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Reconciling the Return Predictability Evidence

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Author Info
Martin Lettau
Stijn Van Nieuwerburgh

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Abstract

Evidence of stock return predictability by financial ratios is still controversial, as documented by inconsistent results for in-sample and out-of-sample regressions and by substantial parameter instability. This paper shows that these seemingly incompatible results can be reconciled if the assumption of a fixed steady-state mean of the economy is relaxed. We find strong empirical evidence in support of shifts in the steady-state and propose simple methods to adjust financial ratios for such shifts. The forecasting relationship of adjusted price ratios and future returns is statistically significant and stable over time. We also show that shifts in the steady-state are responsible for the parameter instability and poor out-of-sample performance of unadjusted price ratios that are found in the data. Our conclusions hold for a variety of financial ratios and are robust to changes in the econometric technique used to estimate shifts in the steady-state.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 12109.

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Date of creation: Mar 2006
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Handle: RePEc:nbr:nberwo:12109

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Find related papers by JEL classification:
G1 - Financial Economics - - General Financial Markets
G12 - Financial Economics - - General Financial Markets - - - Asset Pricing
G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Other Model Applications

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  1. GIOT, Pierre & PETITJEAN, Mikael, 2006. "International stock return predictability: statistical evidence and economic significance," CORE Discussion Papers 2006088, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE). [Downloadable!]
  2. Xavier Gabaix, 2008. "Variable Rare Disasters: An Exactly Solved Framework for Ten Puzzles in Macro-Finance," NBER Working Papers 13724, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  3. George M. Constantinides & Anisha Ghosh, 2008. "Asset Pricing Tests with Long Run Risks in Consumption Growth," NBER Working Papers 14543, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  4. Hanno Lustig & Stijn Van Nieuwerburgh & Adrien Verdelhan, 2008. "The Wealth-Consumption Ratio," NBER Working Papers 13896, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  5. Martin Lettau & Jessica A. Wachter, 2009. "The Term Structures of Equity and Interest Rates," NBER Working Papers 14698, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  6. Lubos Pastor & Robert F. Stambaugh, 2008. "Predictive Systems: Living with Imperfect Predictors," NBER Working Papers 13804, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  7. Borja Larrain & Motohiro Yogo, 2007. "Does Firm Value Move Too Much to be Justified by Subsequent Changes in Cash Flow?," NBER Working Papers 12847, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  8. Hui Guo & Robert Savickas, 2006. "Understanding stock return predictability," Working Papers 2006-019, Federal Reserve Bank of St. Louis. [Downloadable!]
  9. Adrien Verdelhan, 2006. "A Habit-Based Explanation of the Exchange Rate Risk Premium," Boston University - Department of Economics - Working Papers Series WP2006-047, Boston University - Department of Economics. [Downloadable!]
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  10. Andrea Tamoni & Arie E.Gozluklu & Carlo A.Favero, 2008. "Demographics and fluctuations in Dividend/Price," Working Papers 345, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University. [Downloadable!]
  11. Jiang, Danling, 2008. "Cross-Sectional Dispersion of Firm Valuations and Expected Stock Returns," MPRA Paper 8325, University Library of Munich, Germany. [Downloadable!]
  12. John M Maheu & Thomas H McCurdy, 2007. "How useful are historical data for forecasting the long-run equity return distribution?," Working Papers tecipa-293, University of Toronto, Department of Economics. [Downloadable!]
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