IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/60513.html
   My bibliography  Save this paper

Comparing Consumption-based Asset Pricing Models: The Case of an Asian City

Author

Listed:
  • Kwan, Yum K.
  • Leung, Charles Ka Yui
  • Dong, Jinyue

Abstract

Eight consumption-based asset pricing models are developed, estimated and compared their capacities in accounting for the asset markets in Hong Kong. Results based on conventional metrics or recently developed econometric techniques deliver similar results: introducing housing into the consumption-based models does not always improve the models’ performance; how it is introduced matters. Recursive utility model and its housing-augmented variant, which emphasize the importance of early resolution of uncertainty and long term risk, outperform alternative models in forecasting stock returns. Collateral constraint model outperforms in predicting housing return, suggesting the importance of imperfect capital market in the housing market.

Suggested Citation

  • Kwan, Yum K. & Leung, Charles Ka Yui & Dong, Jinyue, 2014. "Comparing Consumption-based Asset Pricing Models: The Case of an Asian City," MPRA Paper 60513, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:60513
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/60513/1/MPRA_paper_60513.pdf
    File Function: original version
    Download Restriction: no

    Other versions of this item:

    References listed on IDEAS

    as
    1. Hall, Robert E, 1978. "Stochastic Implications of the Life Cycle-Permanent Income Hypothesis: Theory and Evidence," Journal of Political Economy, University of Chicago Press, vol. 86(6), pages 971-987, December.
    2. Mariano, Roberto S. & Preve, Daniel, 2012. "Statistical tests for multiple forecast comparison," Journal of Econometrics, Elsevier, vol. 169(1), pages 123-130.
    3. Funke, Michael & Paetz, Michael & Pytlarczyk, Ernest, 2011. "Stock market wealth effects in an estimated DSGE model for Hong Kong," Economic Modelling, Elsevier, vol. 28(1-2), pages 316-334, January.
    4. Abel, Andrew B, 1990. "Asset Prices under Habit Formation and Catching Up with the Joneses," American Economic Review, American Economic Association, vol. 80(2), pages 38-42, May.
    5. Hansen, Lars Peter & Jagannathan, Ravi, 1997. " Assessing Specification Errors in Stochastic Discount Factor Models," Journal of Finance, American Finance Association, vol. 52(2), pages 557-590, June.
    6. Gospodinov, Nikolay & Kan, Raymond & Robotti, Cesare, 2013. "Chi-squared tests for evaluation and comparison of asset pricing models," Journal of Econometrics, Elsevier, vol. 173(1), pages 108-125.
    7. Chang, Kuang-Liang & Chen, Nan-Kuang & Leung, Charles Ka Yui, 2012. "The dynamics of housing returns in Singapore: How important are the international transmission mechanisms?," Regional Science and Urban Economics, Elsevier, vol. 42(3), pages 516-530.
    8. Case Karl E. & Quigley John M. & Shiller Robert J., 2005. "Comparing Wealth Effects: The Stock Market versus the Housing Market," The B.E. Journal of Macroeconomics, De Gruyter, vol. 5(1), pages 1-34, May.
    9. Ogaki, Masao & Park, Joon Y., 1997. "A cointegration approach to estimating preference parameters," Journal of Econometrics, Elsevier, vol. 82(1), pages 107-134.
    10. Gerlach, Stefan & Peng, Wensheng, 2005. "Bank lending and property prices in Hong Kong," Journal of Banking & Finance, Elsevier, vol. 29(2), pages 461-481, February.
    11. Krause, Michael U. & Lopez-Salido, David & Lubik, Thomas A., 2008. "Inflation dynamics with search frictions: A structural econometric analysis," Journal of Monetary Economics, Elsevier, vol. 55(5), pages 892-916, July.
    12. Hans Genberg & Laurent Pauwels, 2003. "Inlation in Hong Kong, SAR- In Search of a Transmission Mechanism," Working Papers 012003, Hong Kong Institute for Monetary Research.
    13. Le, Quan Vu & Zak, Paul J., 2006. "Political risk and capital flight," Journal of International Money and Finance, Elsevier, vol. 25(2), pages 308-329, March.
    14. Guvenen, Fatih, 2006. "Reconciling conflicting evidence on the elasticity of intertemporal substitution: A macroeconomic perspective," Journal of Monetary Economics, Elsevier, vol. 53(7), pages 1451-1472, October.
    15. Iacoviello, Matteo, 2004. "Consumption, house prices, and collateral constraints: a structural econometric analysis," Journal of Housing Economics, Elsevier, vol. 13(4), pages 304-320, December.
    16. Kiyotaki, Nobuhiro & Moore, John, 1997. "Credit Cycles," Journal of Political Economy, University of Chicago Press, vol. 105(2), pages 211-248, April.
    17. Leung, Charles Ka Yui, 2014. "Error correction dynamics of house prices: An equilibrium benchmark," Journal of Housing Economics, Elsevier, vol. 25(C), pages 75-95.
    18. Hanno N. Lustig & Stijn G. Van Nieuwerburgh, 2005. "Housing Collateral, Consumption Insurance, and Risk Premia: An Empirical Perspective," Journal of Finance, American Finance Association, vol. 60(3), pages 1167-1219, June.
    19. Piazzesi, Monika & Schneider, Martin & Tuzel, Selale, 2007. "Housing, consumption and asset pricing," Journal of Financial Economics, Elsevier, vol. 83(3), pages 531-569, March.
    20. Ravi Bansal & Amir Yaron, 2004. "Risks for the Long Run: A Potential Resolution of Asset Pricing Puzzles," Journal of Finance, American Finance Association, vol. 59(4), pages 1481-1509, August.
    21. Lars Peter Hansen & John C. Heaton & Nan Li, 2008. "Consumption Strikes Back? Measuring Long-Run Risk," Journal of Political Economy, University of Chicago Press, vol. 116(2), pages 260-302, April.
    22. Richard K. Green & Stephen Malpezzi & Stephen K. Mayo, 2005. "Metropolitan-Specific Estimates of the Price Elasticity of Supply of Housing, and Their Sources," American Economic Review, American Economic Association, vol. 95(2), pages 334-339, May.
    23. Campbell, John Y, 1996. "Understanding Risk and Return," Journal of Political Economy, University of Chicago Press, vol. 104(2), pages 298-345, April.
    24. Funke, Michael & Paetz, Michael, 2013. "Housing prices and the business cycle: An empirical application to Hong Kong," Journal of Housing Economics, Elsevier, vol. 22(1), pages 62-76.
    25. Eric Wong & Andrew Tsang & Steven Kong, 2014. "How Does Loan-To-Value Policy Strengthen Banks' Resilience to Property Price Shocks - Evidence from Hong Kong," Working Papers 032014, Hong Kong Institute for Monetary Research.
    26. Peter R. Hansen & Asger Lunde & James M. Nason, 2011. "The Model Confidence Set," Econometrica, Econometric Society, vol. 79(2), pages 453-497, March.
    27. John Y. Campbell & John H. Cochrane, 1994. "By Force of Habit: A Consumption-Based Explanation of Aggregate Stock Market Behavior," CRSP working papers 412, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
    28. Dong He, 2013. "Hong Kong’s Approach to Financial Stability," International Journal of Central Banking, International Journal of Central Banking, vol. 9(1), pages 299-313, March.
    29. Charles Ka Yui Leung & Nan-Kuang Chen, 2006. "Intrinsic Cycles of Land Price: A Simple Model," Journal of Real Estate Research, American Real Estate Society, vol. 28(3), pages 293-320.
    30. Esther Salazar & Marco A. R. Ferreira, 2011. "Temporal Aggregation of Lognormal AR processes," Journal of Time Series Analysis, Wiley Blackwell, vol. 32(6), pages 661-671, November.
    31. John Y. Campbell & N. Gregory Mankiw, 1989. "Consumption, Income and Interest Rates: Reinterpreting the Time Series Evidence," NBER Chapters,in: NBER Macroeconomics Annual 1989, Volume 4, pages 185-246 National Bureau of Economic Research, Inc.
    32. repec:fth:harver:1435 is not listed on IDEAS
    33. University of Chicago & Jose L. Fillat, 2008. "Housing as a Measure for the Long Run Risk in Asset Pricing," 2008 Meeting Papers 483, Society for Economic Dynamics.
    34. Joanne Cutler, 2005. "The Relationship Between Consumption, Income And Wealth In Hong Kong," Pacific Economic Review, Wiley Blackwell, vol. 10(2), pages 217-241, June.
    35. Ravi Bansal, 2007. "Long-run risks and financial markets," Review, Federal Reserve Bank of St. Louis, issue Jul, pages 283-300.
    36. Case, Karl E & Shiller, Robert J, 1989. "The Efficiency of the Market for Single-Family Homes," American Economic Review, American Economic Association, vol. 79(1), pages 125-137, March.
    37. Constantinides, George M, 1990. "Habit Formation: A Resolution of the Equity Premium Puzzle," Journal of Political Economy, University of Chicago Press, vol. 98(3), pages 519-543, June.
    38. Burton G. Malkiel, 2003. "The Efficient Market Hypothesis and Its Critics," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 59-82, Winter.
    39. Atkeson, Andrew & Ogaki, Masao, 1996. "Wealth-varying intertemporal elasticities of substitution: Evidence from panel and aggregate data," Journal of Monetary Economics, Elsevier, vol. 38(3), pages 507-534, December.
    40. Hanushek, Eric & Yilmaz, Kuzey, 2007. "The complementarity of Tiebout and Alonso," Journal of Housing Economics, Elsevier, vol. 16(2), pages 243-261, June.
    41. Weil, Philippe, 1989. "The equity premium puzzle and the risk-free rate puzzle," Journal of Monetary Economics, Elsevier, vol. 24(3), pages 401-421, November.
    42. Kim, Harold Y. & Mei, Jianping P., 2001. "What makes the stock market jump? An analysis of political risk on Hong Kong stock returns," Journal of International Money and Finance, Elsevier, vol. 20(7), pages 1003-1016, December.
    43. Masao Ogaki & Carmen M. Reinhart, 1998. "Measuring Intertemporal Substitution: The Role of Durable Goods," Journal of Political Economy, University of Chicago Press, vol. 106(5), pages 1078-1098, October.
    44. Epstein, Larry G & Zin, Stanley E, 1991. "Substitution, Risk Aversion, and the Temporal Behavior of Consumption and Asset Returns: An Empirical Analysis," Journal of Political Economy, University of Chicago Press, vol. 99(2), pages 263-286, April.
    45. Lucas, Robert E, Jr, 1978. "Asset Prices in an Exchange Economy," Econometrica, Econometric Society, vol. 46(6), pages 1429-1445, November.
    46. Epstein, Larry G & Zin, Stanley E, 1989. "Substitution, Risk Aversion, and the Temporal Behavior of Consumption and Asset Returns: A Theoretical Framework," Econometrica, Econometric Society, vol. 57(4), pages 937-969, July.
    47. repec:pri:cepsud:91malkiel is not listed on IDEAS
    48. John P. Harding & Stuart S. Rosenthal & C. F. Sirmans, 2003. "Estimating Bargaining Power in the Market for Existing Homes," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 178-188, February.
    49. Stephen Gordon & Lucie Samson, 2002. "Comparing Consumption-Based Asset-Pricing models," Canadian Journal of Economics, Canadian Economics Association, vol. 35(3), pages 586-610, August.
    50. Jie Gan, 2010. "Housing Wealth and Consumption Growth: Evidence from a Large Panel of Households," Review of Financial Studies, Society for Financial Studies, vol. 23(6), pages 2229-2267, June.
    51. Hansen, Lars Peter & Heaton, John & Lee, Junghoon & Roussanov, Nikolai, 2007. "Intertemporal Substitution and Risk Aversion," Handbook of Econometrics,in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 61 Elsevier.
    52. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    53. Davis, Morris A. & Martin, Robert F., 2009. "Housing, home production, and the equity- and value-premium puzzles," Journal of Housing Economics, Elsevier, vol. 18(2), pages 81-91, June.
    54. CharlesKaYui Leung & Nan-Kuang Chen, 2010. "Stock Price Volatility, Negative Autocorrelation And The Consumption-Wealth Ratio: The Case Of Constant Fundamentals," Pacific Economic Review, Wiley Blackwell, vol. 15(2), pages 224-245, May.
    55. Leung, Charles Ka Yui & Tang, Edward Chi Ho, 2014. "Availability, Affordability and Volatility: the case of Hong Kong Housing Market," MPRA Paper 58770, University Library of Munich, Germany.
    56. Thomas A. Lubik, 2012. "Aggregate Labour Market Dynamics In Hong Kong," Pacific Economic Review, Wiley Blackwell, vol. 17(2), pages 257-279, May.
    57. Nan-Kuang Chen & Charles Leung, 2008. "Asset Price Spillover, Collateral and Crises: with an Application to Property Market Policy," The Journal of Real Estate Finance and Economics, Springer, vol. 37(4), pages 351-385, November.
    58. Steven G. Allen, 1995. "Updated Notes on the Interindustry Wage Structure, 1890–1990," ILR Review, Cornell University, ILR School, vol. 48(2), pages 305-321, January.
    59. Tano Santos & Pietro Veronesi, 2006. "Labor Income and Predictable Stock Returns," Review of Financial Studies, Society for Financial Studies, vol. 19(1), pages 1-44.
    60. K.W. Chau, 1997. "Political Uncertainty and the Real Estate Risk Premiums in Hong Kong," Journal of Real Estate Research, American Real Estate Society, vol. 13(3), pages 297-316.
    61. Oinonen, Sami & Paloviita, Maritta & Vilmi, Lauri, 2013. "How have inflation dynamics changed over time? : Evidence from the euro area and USA," Research Discussion Papers 6/2013, Bank of Finland.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Charles Ka Yui LEUNG & Joe Cho Yiu NG, "undated". "Macro Aspects of Housing," ISER Discussion Paper 1030, Institute of Social and Economic Research, Osaka University.
    2. repec:bla:pacecr:v:22:y:2017:i:3:p:276-292 is not listed on IDEAS
    3. Chong, Terence Tai Leung & Yiu, Alex Wing-Ho, 2017. "The Nexus between Visitor Arrivals and Residential Property Rents in Hong Kong," MPRA Paper 80531, University Library of Munich, Germany.
    4. Azam Mohammadzadeh & Mohammad Nabi Shahiki Tash & Reza Roshan, 2016. "Investigating and Comparing Some Consumption-based Asset Pricing Models: The Case of Iran," International Journal of Economics and Financial Issues, Econjournals, vol. 6(4), pages 1884-1894.
    5. Kuang-Liang Chang & Nan-Kuang Chen & Charles Ka Yui Leung, 2015. "Losing track of the asset markets: the case of housing and stock," ISER Discussion Paper 0932, Institute of Social and Economic Research, Osaka University.
    6. Yongheng Deng & Eric Girardin & Roselyne Joyeux & Shuping Shi, 2017. "Did bubbles migrate from the stock to the housing market in China between 2005 and 2010?," Pacific Economic Review, Wiley Blackwell, vol. 22(3), pages 276-292, August.

    More about this item

    Keywords

    Consumption-based asset pricing model; Recursive utility; Habit formation; Consumption growth risk; Composition risk; Labor income risk; Long-run risk; Collateral constraint; Hansen-Jagannathan distance; Model confidence sets.;

    JEL classification:

    • E20 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - General (includes Measurement and Data)
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • R30 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - General

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:60513. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Joachim Winter). General contact details of provider: http://edirc.repec.org/data/vfmunde.html .

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.