IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Login to save this paper or follow this series

Mean-Variance Econometric Analysis of Household Portfolios

  • Raffaele Miniaci
  • Sergio Pastorello

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 can't take short positions in the 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 household drawn from the 2004 SCF. The tobit specification is simulated in order to evaluate the regressors' effects on regimes probabilities and asset demands. We also asses to what extent the predicted state variables are consistent with the self-reported expected returns and risk aversion elicited from the SCF questionnaire.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://www.unibs.it/on-line/dse/Home/Ricerca/Paperdeldipartimento/documento9648.html
Our checks indicate that this address may not be valid because: 404 Not Found. If this is indeed the case, please notify (Matteo Galizzi)


Download Restriction: no

Paper provided by University of Brescia, Department of Economics in its series Working Papers with number 0807.

as
in new window

Length:
Date of creation: 2008
Date of revision:
Handle: RePEc:ubs:wpaper:0807
Contact details of provider: Postal: Via S. Faustino 74/B, 25122 Brescia
Phone: +39-(0)30-2988704
Web page: http://www.unibs.it/atp/page.1019.0.0.0.atp?node=224

More information through EDIRC

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

as in new window
  1. Sodini, Paolo & Calvet, Laurent E. & Campbell, John, 2007. "Down or Out: Assessing the Welfare Costs of Household Investment Mistakes," Scholarly Articles 3122488, Harvard University Department of Economics.
  2. 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.
  3. 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.
  4. Guiso, Luigi & Jappelli, Tullio & Terlizzese, Daniele, 1996. "Income Risk, Borrowing Constraints, and Portfolio Choice," American Economic Review, American Economic Association, vol. 86(1), pages 158-72, March.
  5. Christopher D. Carroll, 2000. "Portfolios of the Rich," NBER Working Papers 7826, National Bureau of Economic Research, Inc.
  6. Michael Haliassos, Alexander Michaelides, 2000. "Portfolio Choice And Liquidity Constraints," Computing in Economics and Finance 2000 297, Society for Computational Economics.
  7. Loriana Pelizzon & Guglielmo Weber, 2006. "Are Household Portfolios Efficient? An Analysis Conditional on Housing," "Marco Fanno" Working Papers 0021, Dipartimento di Scienze Economiche "Marco Fanno".
  8. Andreas Hackethal & Michael Haliassos & Tullio Jappelli, 2009. "Financial Advisors: A Case of Babysitters?," CSEF Working Papers 219, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy, revised 03 Mar 2011.
  9. Luigi Guiso & Michael Haliassos & Tullio Jappelli, 2002. "Household Stockholding in Europe: Where Do We Stand and Where Do We Go?," University of Cyprus Working Papers in Economics 0209, University of Cyprus Department of Economics.
  10. Guiso, Luigi & Jappelli, Tullio, 2005. "Awareness and stock market participation," CFS Working Paper Series 2005/29, Center for Financial Studies (CFS).
  11. Luigi Guiso & Tullio Jappelli, 2006. "Information Acquisition and Portfolio Performance," CSEF Working Papers 167, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
  12. 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.
  13. Gourieroux, C. & Jouneau, F., 1999. "Econometrics of efficient fitted portfolios," Journal of Empirical Finance, Elsevier, vol. 6(1), pages 87-118, January.
  14. 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.
  15. 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.
  16. Andrews, Donald W K, 2001. "Testing When a Parameter Is on the Boundary of the Maintained Hypothesis," Econometrica, Econometric Society, vol. 69(3), pages 683-734, May.
  17. 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.
  18. 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.
  19. 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.
  20. 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.
  21. 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.
  22. 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.
  23. John Y. Campbell, 2006. "Household Finance," Journal of Finance, American Finance Association, vol. 61(4), pages 1553-1604, 08.
  24. Carol 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.).
  25. Miquel Faig & Pauline Shum, 2002. "Portfolio Choice in the Presence of Personal Illiquid Projects," Journal of Finance, American Finance Association, vol. 57(1), pages 303-328, 02.
  26. 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.
  27. 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.
  28. 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.
  29. 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.
  30. Haliassos, Michael & Bertaut, Carol C, 1995. "Why Do So Few Hold Stocks?," Economic Journal, Royal Economic Society, vol. 105(432), pages 1110-29, September.
  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 Publications Department.
  32. Steven J. Davis & Felix Kubler & Paul Willen, 2005. "Borrowing costs and the demand for equity over the life cycle," Working Papers 05-7, Federal Reserve Bank of Boston.
  33. 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.
  34. 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.
  35. 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.
  36. Jeffrey M. Wooldridge, 1999. "Asymptotic Properties of Weighted M-Estimators for Variable Probability Samples," Econometrica, Econometric Society, vol. 67(6), pages 1385-1406, November.
  37. 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.
  38. Paul Willen & Felix Kubler, 2006. "Collateralized borrowing and life-cycle portfolio choice," Public Policy Discussion Paper 06-4, Federal Reserve Bank of Boston.
  39. 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.
  40. White, Halbert, 1982. "Maximum Likelihood Estimation of Misspecified Models," Econometrica, Econometric Society, vol. 50(1), pages 1-25, January.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:ubs:wpaper:0807. 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: (Matteo Galizzi)

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 references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link 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 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.

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.