We Agree That Statistical Significance Proves Essentially Nothing: A Rejoinder to Thomas Mayer
In several dozen journal reviews and in many other comments we have received—from, for example, four Nobel laureates, the statistician Dennis Lindley (2012), the statistician Arnold Zellner (2004), the mathematician Olle HÃ¤ggstrÃ¶m (2010), the sociologist Steve Fuller (2008), and the historian Theodore Porter (2008)—no one has ever tried to defend null hypothesis significance testing and its numerous errors. Recent articles by Thomas Mayer (2012, 2013), commenting on our book The Cult of Statistical Significance, are no exception. Of the five major claims we make in our book about the theory and practice of significance testing in economics, Mayer strongly agrees with four. On the fifth claim our disagreement is a matter of degree, not of kind, with no substantive change in results. Overall, Mayer agrees with us and with the new and growing consensus that statistical significance proves essentially nothing and has to change.
Volume (Year): 10 (2013)
Issue (Month): 1 (January)
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- Zellner, Arnold, 2004. "To test or not to test and if so, how?: Comments on "size matters"," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 33(5), pages 581-586, November.
- Stephen T. Ziliak & Deirdre N. McCloskey, 2004. "Size Matters: The Standard Error of Regressions in the American Economic Review," Econ Journal Watch, Econ Journal Watch, vol. 1(2), pages 331-358, August.
- Deirdre McCloskey & Stephen Ziliak, 2008. "Signifying nothing: reply to Hoover and Siegler," Journal of Economic Methodology, Taylor & Francis Journals, vol. 15(1), pages 39-55.
- Ziliak, Stephen T. & McCloskey, Deirdre N., 2004. "Size matters: the standard error of regressions in the American Economic Review," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 33(5), pages 527-546, November.
- Elliott, Graham & Granger, Clive W.J., 2004. "Evaluating significance: comments on "size matters"," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 33(5), pages 547-550, November.
- Kevin Hoover & Mark Siegler, 2008.
"Sound and fury: McCloskey and significance testing in economics,"
Journal of Economic Methodology,
Taylor & Francis Journals, vol. 15(1), pages 1-37.
- Kevin D. Hoover & Mark V. Siegler, 2005. "Sound and Fury: McCloskey and Significance Testing in Economics," Econometrics 0511018, EconWPA.
- 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.
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