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What to Do about the "Cult of Statistical Significance"? A Renewable Fuel Application using the Neyman-Pearson Protocol

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  • Timothy R. Wojan
  • Jason P. Brown
  • Dayton M. Lambert

Abstract

This research adapts the Neyman-Pearson testing protocol commonly used in biomedical research for ex post evaluation of the employment impacts of new ethanol bio-refineries in the U.S. Great Plains and the Midwest. By calculating the power of the test, the suggested protocol may provide policy-relevant information, even in the event of nonsignificant findings. The main obstacle to applying this protocol has been the need to posit an explicit alternative distribution, which runs counter to the empiricist tradition of mainstream econometrics. We resolve this problem by applying a data generating process with known parameters anchored to sample data to compute power.

Suggested Citation

  • Timothy R. Wojan & Jason P. Brown & Dayton M. Lambert, 2014. "What to Do about the "Cult of Statistical Significance"? A Renewable Fuel Application using the Neyman-Pearson Protocol," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 36(4), pages 674-695.
  • Handle: RePEc:oup:apecpp:v:36:y:2014:i:4:p:674-695.
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    1. Anil Rupasingha & Stephan J. Goetz & David Freshwater, 2002. "Social and institutional factors as determinants of economic growth: Evidence from the United States counties," Papers in Regional Science, Springer;Regional Science Association International, vol. 81(2), pages 139-155.
    2. Brown, Jason P. & Weber, Jeremy G. & Wojan, Timothy R., 2013. "Emerging Energy Industries and Rural Growth," Economic Research Report 262215, United States Department of Agriculture, Economic Research Service.
    3. 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.
    4. Mark D. Partridge & Dan S. Rickman & Kamar Ali & M. Rose Olfert, 2008. "Lost in space: population growth in the American hinterlands and small cities," Journal of Economic Geography, Oxford University Press, vol. 8(6), pages 727-757, November.
    5. Steven C. Deller & Tsung-Hsiu (Sue) Tsai & David W. Marcouiller & Donald B.K. English, 2001. "The Role of Amenities and Quality of Life In Rural Economic Growth," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(2), pages 352-365.
    6. Sullivan, Patrick & Hellerstein, Daniel & Hansen, LeRoy T. & Johansson, Robert C. & Koenig, Steven R. & Lubowski, Ruben N. & McBride, William D. & McGranahan, David A. & Roberts, Michael J. & Vogel, S, 2004. "The Conservation Reserve Program: Economic Implications for Rural America," Agricultural Economic Reports 33987, United States Department of Agriculture, Economic Research Service.
    7. Daniel C. Monchuk & John A. Miranowski & Dermot J. Hayes & Bruce A. Babcock, 2007. "An Analysis of Regional Economic Growth in the U.S. Midwest," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 29(1), pages 17-39.
    8. Christensen, Ronald, 2005. "Testing Fisher, Neyman, Pearson, and Bayes," The American Statistician, American Statistical Association, vol. 59, pages 121-126, May.
    9. Xiangping Liu & Lori Lynch, 2011. "Do Agricultural Land Preservation Programs Reduce Farmland Loss? Evidence from a Propensity Score Matching Estimator," Land Economics, University of Wisconsin Press, vol. 87(2), pages 183-201.
    10. W. Robert Reed, 2009. "The Determinants Of U.S. State Economic Growth: A Less Extreme Bounds Analysis," Economic Inquiry, Western Economic Association International, vol. 47(4), pages 685-700, October.
    11. Luther Tweeten, 1983. "Hypotheses Testing in Economic Science," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 65(3), pages 548-552.
    12. 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.
    13. JunJie Wu & Munisamy Gopinath, 2008. "What Causes Spatial Variations in Economic Development in the United States?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(2), pages 392-408.
    14. Blanco, Luisa & Isenhouer, Michelle, 2010. "Powering America: The impact of ethanol production in the Corn Belt states," Energy Economics, Elsevier, vol. 32(6), pages 1228-1234, November.
    15. Pender, John & Reeder, Richard, 2011. "Impacts of Regional Approaches to Rural Development: Initial Evidence on the Delta Regional Authority," Economic Research Report 262240, United States Department of Agriculture, Economic Research Service.
    16. A. H. Feiveson, 2002. "Power by simulation," Stata Journal, StataCorp LP, vol. 2(2), pages 107-124, May.
    17. 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.
    18. Reed, W. Robert & Rogers, Cynthia L., 2003. "A study of quasi-experimental control group methods for estimating policy impacts," Regional Science and Urban Economics, Elsevier, vol. 33(1), pages 3-25, January.
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    Cited by:

    1. Jason P Brown & Dayton M Lambert & Timothy R Wojan, 2019. "The Effect of the Conservation Reserve Program on Rural Economies: Deriving a Statistical Verdict from a Null Finding," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(2), pages 528-540.
    2. Carlos J. O. Trejo-Pech & Karen L. DeLong & Dayton M. Lambert & Vasileios Siokos, 2020. "The impact of US sugar prices on the financial performance of US sugar-using firms," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 8(1), pages 1-17, December.

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