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Causal relationship between asset prices and output in the US: Evidence from state-level panel Granger causality test

  • Furkan Emirmahmutoglu

    ()

    (Department of Econometrics, Gazi University, Turkey)

  • Mehmet Balcilar

    ()

    (Department of Economics, Eastern Mediterranean University, Famagusta, North Cyprus,via Mersin 10, Turkey)

  • Nicholas Apergis

    ()

    (Department of Banking and Financial Management, University of Piraeus, Greece)

  • Beatrice D. Simo-Kengne

    ()

    (Department of Economics, University of Pretoria)

  • Tsangyao Chang

    ()

    (Department of Finance, Feng Chia University, Taichung, Taiwan)

  • Rangan Gupta

    ()

    (Department of Economics, University of Pretoria)

This paper investigates the causal relationship between asset prices and per capita output across 50 US states and the District of Columbia over 1975 to 2012. A bootstrap panel Granger causality approach is applied on a trivariate VAR comprising of real house prices, real stock prices and real per capita personal income (proxying output), which allows us to account not only for heterogeneity and cross-sectional dependence, but also for interdependency between the two asset markets. Empirical results reveal the existence of a unidirectional causality running from both asset prices to output. This confirms the leading indicator property of asset prices for the real economy, while also substantiating the wealth and/or collateral transmission mechanism. Moreover, the absence of reverse causation from the personal income per capita to both housing and stock prices tend to suggest that non-economic fundamentals may have played an important role in the formation of bubbles in these markets.

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Paper provided by University of Pretoria, Department of Economics in its series Working Papers with number 201411.

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Length: 30 pages
Date of creation: Mar 2014
Date of revision:
Handle: RePEc:pre:wpaper:201411
Contact details of provider: Postal: PRETORIA, 0002
Phone: (+2712) 420 2413
Fax: (+2712) 362-5207
Web page: http://www.up.ac.za/economics

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  1. Stephen M. Miller & Luis Filipe Martins & Rangan Gupta, 2014. "A Time-Varying Approach of the US Welfare Cost of Inflation," Working Papers 2014-474, Department of Research, Ipag Business School.
  2. M. Hashem Pesaran, 2004. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," CESifo Working Paper Series 1331, CESifo Group Munich.
  3. Granger, Clive W. J., 2003. "Some aspects of causal relationships," Journal of Econometrics, Elsevier, vol. 112(1), pages 69-71, January.
  4. Beatrice D. Simo-Kengne & Rangan Gupta & Manoel Bittencourt, 2012. "THE IMPACT OF HOUSE PRICES ON CONSUMPTION IN SOUTH AFRICA: EVIDENCE FROM PROVINCIAL-LEVEL PANEL VARs," Working Papers 201211, University of Pretoria, Department of Economics.
  5. Paolo Mauro, 2000. "Stock Returns and Output Growth in Emerging and Advanced Economies," IMF Working Papers 00/89, International Monetary Fund.
  6. M. Hashem Pesaran & Takashi Yamagata, 2005. "Testing Slope Homogeneity in Large Panels," CESifo Working Paper Series 1438, CESifo Group Munich.
  7. Breusch, T S & Pagan, A R, 1980. "The Lagrange Multiplier Test and Its Applications to Model Specification in Econometrics," Review of Economic Studies, Wiley Blackwell, vol. 47(1), pages 239-53, January.
  8. Frees, Edward W., 1995. "Assessing cross-sectional correlation in panel data," Journal of Econometrics, Elsevier, vol. 69(2), pages 393-414, October.
  9. Frédéric Teulon & Bruno-Laurent Moschetto, 2013. "Linear voting rule limitation strategy to reduce the power of a unique new comer in a firm's capital," Working Papers 2013-001, Department of Research, Ipag Business School.
  10. James M. Poterba, 2000. "Stock Market Wealth and Consumption," Journal of Economic Perspectives, American Economic Association, vol. 14(2), pages 99-118, Spring.
  11. Plakandaras, Vasilios & Gupta, Rangan & Papadimitriou, Theophilos & Gogas, Periklis, 2014. "Forecasting the U.S. Real House Price Index," DUTH Research Papers in Economics 10-2014, Democritus University of Thrace, Department of Economics.
  12. Farid Mkouar & Jean-Luc Prigent, 2014. "Long-Term Investment with Stochastic Interest and Inflation Rates Incompleteness and Compensating Variation," Working Papers 2014-301, Department of Research, Ipag Business School.
  13. Anissa Chaibi & Maria Ulici, 2014. "Shock and Volatility Transmissions between Bank Stock Returns in Romania: Evidence from a VARGARCH Approach," Working Papers 2014-095, Department of Research, Ipag Business School.
  14. Forni, Mario & Hallin, Marc & Lippi, Marco & Reichlin, Lucrezia, 2003. "Do financial variables help forecasting inflation and real activity in the euro area?," Journal of Monetary Economics, Elsevier, vol. 50(6), pages 1243-1255, September.
  15. Bertrand Candelon & Sessi Tokpavi, 2014. "A Nonparametric Test for Grangercausality in Distribution with Application to Financial Contagion," Working Papers 2014-162, Department of Research, Ipag Business School.
  16. Bertrand Candelon & Jameel Ahmed & Stefan Straetmans, 2014. "Predicting and Capitalizing on Stock Market Bears in the U.S," Working Papers 2014-409, Department of Research, Ipag Business School.
  17. Nicholas Apergis & Beatrice D. Simo-Kengne & Rangan Gupta & Tsangyao Chang, 2013. "The Dynamic Relationship between House Prices and Output: Evidence from US Metropolitan Statistical Areas," Working Papers 201349, University of Pretoria, Department of Economics.
  18. Norman Miller & Liang Peng & Michael Sklarz, 2011. "House Prices and Economic Growth," The Journal of Real Estate Finance and Economics, Springer, vol. 42(4), pages 522-541, May.
  19. Jörg Breitung, 2002. "A parametric approach to the estimation of cointegration vectors in panel data," 10th International Conference on Panel Data, Berlin, July 5-6, 2002 B5-4, International Conferences on Panel Data.
  20. Aurelie SANNAJUST, 2014. "Impact of the World Financial Crisis to SMEs: The determinants of bank loan rejection in Europe and USA," Working Papers 2014-327, Department of Research, Ipag Business School.
  21. Anissa Chaibi & Maria-Lenuta Ciupac-Ulici & Mircea-Cristian Gherman, 2014. "Do Recent Stochastic Tools Help to Better Understand Investors’ Preference and Asset Allocation?," Working Papers 2014-130, Department of Research, Ipag Business School.
  22. Dickey, David A & Pantula, Sastry G, 1987. "Determining the Ordering of Differencing in Autoregressive Processes," Journal of Business & Economic Statistics, American Statistical Association, vol. 5(4), pages 455-61, October.
  23. Goodness C. Aye & Stephen M. Miller & Rangan Gupta & Mehmet Balcilar, 2014. "Forecasting US Real Private Residential Fixed Investment Using a Large Number of Predictors," Working Papers 2014-465, Department of Research, Ipag Business School.
  24. Irfan Akbar Kazi & Hakimzadi Wagan, 2014. "Are emerging markets exposed to contagion from U.S.: Evidence from stock and sovereign bond markets," Working Papers 2014-058, Department of Research, Ipag Business School.
  25. Thai Ha-Huy & Cuong Le Van & Manh-Hung Nguyen, 2014. "Arbitrage and asset market equilibrium in infinite dimensional economies with short-selling and risk-averse expected utilities," Working Papers 2014-100, Department of Research, Ipag Business School.
  26. Stefano Bosi & Patrice Fontaine & Cuong Le Van, 2013. "Equilibrium existence in the international asset and good markets," Working Papers 2013-003, Department of Research, Ipag Business School.
  27. Heni Boubaker & Nadia Sghaier, 2014. "On the dynamic dependence between US and other developed stock markets: An extreme-value time-varying copula approach," Working Papers 2014-094, Department of Research, Ipag Business School.
  28. Emirmahmutoglu, Furkan & Kose, Nezir, 2011. "Testing for Granger causality in heterogeneous mixed panels," Economic Modelling, Elsevier, vol. 28(3), pages 870-876, May.
  29. M. Hashem Pesaran & Aman Ullah & Takashi Yamagata, 2008. "A bias-adjusted LM test of error cross-section independence," Econometrics Journal, Royal Economic Society, vol. 11(1), pages 105-127, 03.
  30. James H. Stock & Mark W. Watson, 2001. "Forecasting Output and Inflation: The Role of Asset Prices," NBER Working Papers 8180, National Bureau of Economic Research, Inc.
  31. Bajari, Patrick & Benkard, C. Lanier & Krainer, John, 2004. "House Prices and Consumer Welfare," Research Papers 1840, Stanford University, Graduate School of Business.
  32. Stelios Bekiros & Alessia Paccagnini, 2014. "Forecasting the US Economy with a Factor-Augmented Vector Autoregressive DSGE model," Working Papers 2014-183, Department of Research, Ipag Business School.
  33. Mohamed Arouri & Duc Khuong Nguyen & Kuntara Pukthuanthong, 2014. "Diversification benefits and strategic portfolio allocation across asset classes: The case of the US markets," Working Papers 2014-294, Department of Research, Ipag Business School.
  34. Markus Demary, 2010. "The interplay between output, inflation, interest rates and house prices: international evidence," Journal of Property Research, Taylor & Francis Journals, vol. 27(1), pages 1-17, April.
  35. repec:ipg:wpaper:201417 is not listed on IDEAS
  36. repec:ipg:wpaper:1 is not listed on IDEAS
  37. Wenli Li & Rui Yao, 2007. "The Life-Cycle Effects of House Price Changes," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(6), pages 1375-1409, 09.
  38. Selim Mankaï & Khaled Guesmi, 2014. "Robust Portfolio Protection: A Scenarios-Based Approach," EconomiX Working Papers 2014-35, University of Paris West - Nanterre la Défense, EconomiX.
  39. Wendy Nyakabawo & Stephen M. Miller & Mehmet Balcilar & Sonali Das & Rangan Gupta, 2014. "Temporal Causality between House Prices and Output in the U. S.: A Bootstrap Rolling-Window Approach," Working Papers 2014-476, Department of Research, Ipag Business School.
  40. repec:ipg:wpaper:3 is not listed on IDEAS
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