Censoring and its impact on multivariate testing of the Capital Asset Pricing Model
The primary objective of this paper is to assess the affect of data 'censoring' on asset pricing tests. This is achieved by modifying tests to incorporate a 'selectivity bias' correction factor in a Gibbons (Journal of Financial Economics, 10, pp. 3-27, 1982) multivariate framework. The sample comprises daily Australian stock returns for 524 companies over the five-year period 1995 to 1999. First, it is found that the use of a 'selectivity bias' correction factor is generally justified in stocks with a degree of censoring at about 50% or above. This represents approximately 52% of the sample. Second, despite the first finding no evidence is found supporting the need for such a correction in asset pricing tests - the degree of support for the CAPM is not materially affected.
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Volume (Year): 14 (2004)
Issue (Month): 6 ()
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- Fowler, David J. & Rorke, C. Harvey, 1983. "Risk measurement when shares are subject to infrequent trading : Comment," Journal of Financial Economics, Elsevier, vol. 12(2), pages 279-283, August.
- Fama, Eugene F & French, Kenneth R, 1996. " Multifactor Explanations of Asset Pricing Anomalies," Journal of Finance, American Finance Association, vol. 51(1), pages 55-84, March.
- Jagannathan, Ravi & Kubota, Keiichi & Takehara, Hitoshi, 1998.
"Relationship between Labor-Income Risk and Average Return: Empirical Evidence from the Japanese Stock Market,"
The Journal of Business,
University of Chicago Press, vol. 71(3), pages 319-47, July.
- Ravi Jagannathan & Keiichi Kubota & Hitoshi Takehara, 1997. "Relationship between labor-income risk and average return: empirical evidence from the Japanese stock market," Discussion Paper / Institute for Empirical Macroeconomics 117, Federal Reserve Bank of Minneapolis.
- Fama, Eugene F & French, Kenneth R, 1995. " Size and Book-to-Market Factors in Earnings and Returns," Journal of Finance, American Finance Association, vol. 50(1), pages 131-55, March.
- Scholes, Myron & Williams, Joseph, 1977. "Estimating betas from nonsynchronous data," Journal of Financial Economics, Elsevier, vol. 5(3), pages 309-327, December.
- Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
- Flannery, Mark J. & Hameed, Allaudeen S. & Harjes, Richard H., 1997. "Asset pricing, time-varying risk premia and interest rate risk," Journal of Banking & Finance, Elsevier, vol. 21(3), pages 315-335, March.
- Ray Ball & Philip Brown & R. R. Officer, 1976. "Asset Pricing in the Australian Industrial Equity Market," Australian Journal of Management, Australian School of Business, vol. 1(1), pages 1-32, April.
- Clare, A. D. & Priestley, R. & Thomas, S. H., 1998.
"Reports of beta's death are premature: Evidence from the UK,"
Journal of Banking & Finance,
Elsevier, vol. 22(9), pages 1207-1229, September.
- Andrew Clare, Richard Priestley & Steven Thomas, . "Reports of beta's death are premature: evidence from the UK," CERF Discussion Paper Series 96-05, Economics and Finance Section, School of Social Sciences, Brunel University.
- Hiemstra, Craig & Jones, Jonathan D, 1994. " Testing for Linear and Nonlinear Granger Causality in the Stock Price-Volume Relation," Journal of Finance, American Finance Association, vol. 49(5), pages 1639-64, December.
- Fama, Eugene F & French, Kenneth R, 1992. " The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-65, June.
- Gallant, A Ronald & Rossi, Peter E & Tauchen, George, 1992. "Stock Prices and Volume," Review of Financial Studies, Society for Financial Studies, vol. 5(2), pages 199-242.
- Heien, Dale & Wessells, Cathy Roheim, 1990. "Demand Systems Estimation with Microdata: A Censored Regression Approach," Journal of Business & Economic Statistics, American Statistical Association, vol. 8(3), pages 365-71, July.
- Brailsford, Timothy J. & Faff, Robert W., 1997. "Testing the conditional CAPM and the effect of intervaling: A note," Pacific-Basin Finance Journal, Elsevier, vol. 5(5), pages 527-537, December.
- Fama, Eugene F. & French, Kenneth R., 1997. "Industry costs of equity," Journal of Financial Economics, Elsevier, vol. 43(2), pages 153-193, February.
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