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Mean-variance econometric analysis of household portfolios

  • Raffaele Miniaci

    (Dipartimento di Scienze Economiche, Universita di Brescia, Brescia, Italy)

  • Sergio Pastorello

    (Dipartimento di Scienze Economiche, Universita di Bologna, Bologna, Italy)

We investigate households' portfolio choice using a microeconometric approach derived from mean-variance optimization. We assume that households have heterogeneous expectations on the distribution of excess returns and that they cannot take short positions in risky assets. Assuming two such assets, we derive an explicit solution of the model characterized by four possible portfolio regimes, which are analyzed using two structural probit and tobit specifications with three latent state variables. Both specifications are estimated by weighted maximum likelihood on a cross-section of US households drawn from the 2004 SCF. The tobit specification is simulated in order to evaluate the regressors' effects on regime probabilities and asset demands. We also assess to what extent the predicted state variables are consistent with the self-reported expected returns and risk aversion elicited from the SCF questionnaire. Copyright © 2009 John Wiley & Sons, Ltd.

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Article provided by John Wiley & Sons, Ltd. in its journal Journal of Applied Econometrics.

Volume (Year): 25 (2010)
Issue (Month): 3 ()
Pages: 481-504

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Handle: RePEc:jae:japmet:v:25:y:2010:i:3:p:481-504
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  1. Guiso, Luigi & Jappelli, Tullio, 2005. "Awareness and stock market participation," CFS Working Paper Series 2005/29, Center for Financial Studies (CFS).
  2. Laurent Calvet & Paolo Sodini & John Y. Campbell, 2007. "Down or out: Assessing the welfare costs of household investment mistakes," Post-Print hal-00671903, HAL.
  3. Luigi Guiso & Tullio Jappelli, 2006. "Information Acquisition and Portfolio Performance," CeRP Working Papers 52, Center for Research on Pensions and Welfare Policies, Turin (Italy).
  4. Annamaria Lusardi & Olivia S. Mitchell, 2006. "Baby Boomer Retirement Security: the Roles of Planning, Financial Literacy, and Housing Wealth," NBER Working Papers 12585, National Bureau of Economic Research, Inc.
  5. Gomes, Francisco J & Michaelides, Alexander, 2003. "Portfolio Choice with Internal Habit Formation: A Life-Cycle Model with Uninsurable Labour Income Risk," CEPR Discussion Papers 3868, C.E.P.R. Discussion Papers.
  6. Hackethal, Andreas & Haliassos, Michael & Jappelli, Tullio, 2012. "Financial advisors: A case of babysitters?," Journal of Banking & Finance, Elsevier, vol. 36(2), pages 509-524.
  7. Steven J. Davis & Felix Kubler & Paul Willen, 2002. "Borrowing Costs and the Demand for Equity Over the Life Cycle," NBER Working Papers 9331, National Bureau of Economic Research, Inc.
  8. Annette Vissing-Jorgensen, 2002. "Towards an Explanation of Household Portfolio Choice Heterogeneity: Nonfinancial Income and Participation Cost Structures," NBER Working Papers 8884, National Bureau of Economic Research, Inc.
  9. Jeffrey M. Wooldridge, 1999. "Asymptotic Properties of Weighted M-Estimators for Variable Probability Samples," Econometrica, Econometric Society, vol. 67(6), pages 1385-1406, November.
  10. Paul Willen & Felix Kubler, 2006. "Collateralized Borrowing and Life-Cycle Portfolio Choice," NBER Working Papers 12309, National Bureau of Economic Research, Inc.
  11. Gomes, Francisco J & Michaelides, Alexander, 2005. "Optimal Life-Cycle Asset Allocation: Understanding the Empirical Evidence," CEPR Discussion Papers 4853, C.E.P.R. Discussion Papers.
  12. Christopher D Carroll, 2000. "Portfolios of the Rich," Economics Working Paper Archive 430, The Johns Hopkins University,Department of Economics.
  13. Hochguertel, Stefan & van Soest, Arthur, 2001. "The Relation between Financial and Housing Wealth: Evidence from Dutch Households," Journal of Urban Economics, Elsevier, vol. 49(2), pages 374-403, March.
  14. White, Halbert, 1982. "Maximum Likelihood Estimation of Misspecified Models," Econometrica, Econometric Society, vol. 50(1), pages 1-25, January.
  15. Michael Haliassos & Alexander Michaelides, 2003. "Portfolio Choice and Liquidity Constraints," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(1), pages 143-177, February.
  16. Carol C. Bertaut, 1998. "Stockholding Behavior Of U.S. Households: Evidence From The 1983-1989 Survey Of Consumer Finances," The Review of Economics and Statistics, MIT Press, vol. 80(2), pages 263-275, May.
  17. Guiso, Luigi & Haliassos, Michalis & Jappelli, Tullio, 2003. "Household Stockholding in Europe: Where Do We Stand, and Where Do We Go?," CEPR Discussion Papers 3694, C.E.P.R. Discussion Papers.
  18. Donald W.K. Andrews, 1999. "Testing When a Parameter Is on the Boundary of the Maintained Hypothesis," Cowles Foundation Discussion Papers 1229, Cowles Foundation for Research in Economics, Yale University.
  19. Pelizzon, Loriana & Weber, Guglielmo, 2009. "Efficient portfolios when housing needs change over the life cycle," Journal of Banking & Finance, Elsevier, vol. 33(11), pages 2110-2121, November.
  20. John Heaton & Deborah Lucas, 2000. "Portfolio Choice and Asset Prices: The Importance of Entrepreneurial Risk," Journal of Finance, American Finance Association, vol. 55(3), pages 1163-1198, 06.
  21. Haliassos, Michael & Bertaut, Carol C, 1995. "Why Do So Few Hold Stocks?," Economic Journal, Royal Economic Society, vol. 105(432), pages 1110-29, September.
  22. Pagan, Adrian & Vella, Frank, 1989. "Diagnostic Tests for Models Based on Individual Data: A Survey," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 4(S), pages S29-59, Supplemen.
  23. Hyeng Keun Koo, 1998. "Consumption and Portfolio Selection with Labor Income: A Continuous Time Approach," Mathematical Finance, Wiley Blackwell, vol. 8(1), pages 49-65.
  24. Luigi Guiso & Tullio Jappelli, 2000. "Household Portfolios in Italy," CSEF Working Papers 43, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
  25. Jeff Dominitz & Charles F. Manski, 2007. "Expected Equity Returns and Portfolio Choice: Evidence from the Health and Retirement Study," Journal of the European Economic Association, MIT Press, vol. 5(2-3), pages 369-379, 04-05.
  26. Pelizzon, Loriana & Weber, Guglielmo, 2008. "Are Household Portfolios Efficient? an Analysis Conditional on Housing," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(02), pages 401-431, June.
  27. Campbell, John, 2006. "Household Finance," Scholarly Articles 3157877, Harvard University Department of Economics.
  28. Miquel Faig & Pauline Shum, 2000. "Portfolio Choice in the Presence of Personal Illiquid Projects," Working Papers faig-00-03, University of Toronto, Department of Economics.
  29. Smith, Richard J & Blundell, Richard W, 1986. "An Exogeneity Test for a Simultaneous Equation Tobit Model with an Application to Labor Supply," Econometrica, Econometric Society, vol. 54(3), pages 679-85, May.
  30. Dubin, Jeffrey A & McFadden, Daniel L, 1984. "An Econometric Analysis of Residential Electric Appliance Holdings and Consumption," Econometrica, Econometric Society, vol. 52(2), pages 345-62, March.
  31. Arie Kapteyn & Constantijn Panis, 2003. "The Size and Composition of Wealth Holdings in the United States, Italy, and the Netherlands," Working Papers 03-05, RAND Corporation.
  32. Sanford J. Grossman & Guy Laroque, 1987. "Asset Pricing and Optimal Portfolio Choice in the Presence of Illiquid Durable Consumption Goods," NBER Working Papers 2369, National Bureau of Economic Research, Inc.
  33. Denis Fougère & Christian Gourieroux & A, Tiomo & Alain Trognon, 1997. "An Econometric Analysis of Household Portfolio Allocation," Working Papers 97-45, Centre de Recherche en Economie et Statistique.
  34. Guiso, Luigi & Jappelli, Tullio & Terlizzese, Daniele, 1994. "Income Risk, Borrowing Constraints and Portfolio Choice," CEPR Discussion Papers 888, C.E.P.R. Discussion Papers.
  35. Carol C. Bertaut & Martha Starr-McCluer, 2000. "Household portfolios in the United States," Finance and Economics Discussion Series 2000-26, Board of Governors of the Federal Reserve System (U.S.).
  36. Gourieroux, C. & Jouneau, F., 1999. "Econometrics of efficient fitted portfolios," Journal of Empirical Finance, Elsevier, vol. 6(1), pages 87-118, January.
  37. Hochguertel, Stefan & Alessie, Rob & van Soest, Arthur, 1997. " Saving Accounts versus Stocks and Bonds in Household Portfolio Allocation," Scandinavian Journal of Economics, Wiley Blackwell, vol. 99(1), pages 81-97, March.
  38. Luis M. Viceira, 2001. "Optimal Portfolio Choice for Long-Horizon Investors with Nontradable Labor Income," Journal of Finance, American Finance Association, vol. 56(2), pages 433-470, 04.
  39. Perraudin, William R. M. & Sorensen, Bent E., 2000. "The demand for risky assets: Sample selection and household portfolios," Journal of Econometrics, Elsevier, vol. 97(1), pages 117-144, July.
  40. Joao F. Cocco, 2005. "Portfolio Choice in the Presence of Housing," Review of Financial Studies, Society for Financial Studies, vol. 18(2), pages 535-567.
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