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Teacher's Corner

Visualizing Type II Error in Normality Tests

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Pages 158-162 | Received 01 Nov 2015, Published online: 26 Jan 2018

References

  • Aldor-Noiman, S., Brown, L. D., Buja, A., Rolke, W., and Stine, R. A. (2013), “The Power to See: A New Graphical Test of Normality,” The American Statistician, 67, 249–260.
  • Farrell, P. J., and Rogers-Stewart, K. (2006), “Comprehensive Study of Tests for Normality and Symmetry: Extending the Spiegelhalter Test,” Journal of Statistical Computation and Simulation, 76, 803–816.
  • Gross, J., and bug fixes by Ligges, U. (2012), nortest: Tests for Normality. R Package Version 1.0-2. Available at http://CRAN.R-project.org/package=nortest
  • Rosenkrantz, W. A. (2000), “Confidence Bands for Quantile Functions: A Parametric and Graphic Alternative for Testing Goodness of Fit,” The American Statistician, 54, 185–190.
  • Yacini, B., and Yolacan, S. (2007), “A Comparison of Various Tests of Normality,” Journal of Statistical Computation and Simulation, 77, 175–183.
  • Yap, B. W., and Sim, C. H. (2011), “Comparisons of Various Types of Normality Tests,” Journal of Statistical Computation and Simulation, 81, 2141–2155.
  • Zhu, D., and Zinde-Walsh, V. (2009), “Properties and Estimation of Asymmetric Exponential Power Distribution,” Journal of Econometrics, 148, 89–99.

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