Misinterpreting a Failure to Disconfirm as a Confirmation: A Recurrent Misreading of Significance Tests
When a significance test fails to disconfirm a hypothesis economist often interpret this as evidence that this hypothesis is valid. Six such examples are cited from recent journals. But this is a misinterpretation of what significance tests show. Presumably this misinterpretation is founded on the valid principle that every failure to disconfirm a hypothesis adds to its credibility. But that principle defines â??failure to disconfirmâ?? in a way that differs sharply from the way that this phrase is used in the context of significance tests. Some ways of ameliorating this problem exist.
|Date of creation:||16 Jan 2003|
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- Krolzig, Hans-Martin & Hendry, David F., 2001.
"Computer automation of general-to-specific model selection procedures,"
Journal of Economic Dynamics and Control,
Elsevier, vol. 25(6-7), pages 831-866, June.
- David Hendry & Hans-Martin Krolzig, 2000. "Computer Automation of General-to-Specific Model Selection Procedures," Economics Series Working Papers 3, University of Oxford, Department of Economics.
- Hans-Martin Krolzig, 2000. "Computer Automation of General-to-Specific Model Selection Procedures," Econometric Society World Congress 2000 Contributed Papers 0411, Econometric Society.
- Hans-Martin Krolzig & David Hendry, 1999. "Computer Automation of General-to-Specific Model Selection Procedures," Computing in Economics and Finance 1999 314, Society for Computational Economics.
- Hands,D. Wade, 2001.
"Reflection without Rules,"
Cambridge University Press, number 9780521797962, December.
- Kevin D. Hoover & Stephen J. Perez, "undated".
"Data Mining Reconsidered: Encompassing And The General-To-Specific Approach To Specification Search,"
Department of Economics
97-27, California Davis - Department of Economics.
- Kevin D. Hoover & Stephen J. Perez, 1999. "Data mining reconsidered: encompassing and the general-to-specific approach to specification search," Econometrics Journal, Royal Economic Society, vol. 2(2), pages 167-191.
- Kevin Hoover & Stephen J. Perez, 2003. "Data Mining Reconsidered: Encompassing And The General-To-Specific Approach To Specification Search," Working Papers 9727, University of California, Davis, Department of Economics.
- Shang-Jin Wei, 1997.
"How Taxing is Corruption on International Investors?,"
William Davidson Institute Working Papers Series
63, William Davidson Institute at the University of Michigan.
- Shang-Jin Wei, 2000. "How Taxing is Corruption on International Investors?," The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 1-11, February.
- Shang-Jin Wei, 1997. "How Taxing is Corruption on International Investors?," NBER Working Papers 6030, National Bureau of Economic Research, Inc.
- McCloskey, Donald N, 1983. "The Rhetoric of Economics," Journal of Economic Literature, American Economic Association, vol. 21(2), pages 481-517, June.
- James T. Hamilton & W. Kip Viscusi, 1999. "Are Risk Regulators Rational? Evidence from Hazardous Waste Cleanup Decisions," American Economic Review, American Economic Association, vol. 89(4), pages 1010-1027, September.
- Susanna Loeb & Marianne E. Page, 2000. "Examining The Link Between Teacher Wages And Student Outcomes: The Importance Of Alternative Labor Market Opportunities And Non-Pecuniary Variation," The Review of Economics and Statistics, MIT Press, vol. 82(3), pages 393-408, August.
- Deirdre N. McCloskey & Stephen T. Ziliak, 1996. "The Standard Error of Regressions," Journal of Economic Literature, American Economic Association, vol. 34(1), pages 97-114, March.
- Kevin Hoover & Stephen Perez, 2001. "Three attitudes towards data mining," Journal of Economic Methodology, Taylor & Francis Journals, vol. 7(2), pages 195-210.
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