Regression-Based Tests of the Market Pricing of Accounting Numbers: The Mishkin Test and Ordinary Least Squares
AbstractABSTRACT The test developed in Mishkin  (hereafter, MT) is widely used to test the rational pricing of accounting numbers. However, contrary to the perception in the accounting literature, the exclusion of variables from the MT's forecasting and pricing equations leads to an omitted variables problem that affects inferences about the rational pricing of accounting variables. Only if the omitted variables are rationally priced is their exclusion irrelevant. Failure to recognize this issue leads accounting researchers to employ the MT without appreciating how omitted variables affect the inferences they draw. We demonstrate that when additional explanatory variables are included in the MT, the rational pricing of accruals is not rejected. That is, the accrual anomaly documented in Sloan  vanishes when additional explanatory variables are incorporated into the MT. We also show that in accounting research settings, where samples are large, ordinary least squares (OLS) is equivalent to the MT. As a result, accounting researchers should consider using OLS or be more explicit about the exact advantages of the MT over OLS in their research setting. Copyright University of Chicago on behalf of the Institute of Professional Accounting, 2007.
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Bibliographic InfoArticle provided by Wiley Blackwell in its journal Journal of Accounting Research.
Volume (Year): 45 (2007)
Issue (Month): 5 (December)
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Web page: http://www.blackwellpublishing.com/journal.asp?ref=0021-8456
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- Lewellen, Jonathan, 2010. "Accounting anomalies and fundamental analysis: An alternative view," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 455-466, December.
- Richardson, Scott & Tuna, Irem & Wysocki, Peter, 2010. "Accounting anomalies and fundamental analysis: A review of recent research advances," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 410-454, December.
- Gegenfurtner, Bernhard & Ampenberger, Markus & Kaserer, Christoph, 2009. "The impact of managerial ownership, monitoring and accounting standard choice on accrual mispricing," CEFS Working Paper Series 2009-02, Center for Entrepreneurial and Financial Studies (CEFS), Technische Universität München.
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