Have a personal or library account? Click to login
Comparative evaluation of goodness of fit tests for normal distribution using simulation and empirical data Cover

Comparative evaluation of goodness of fit tests for normal distribution using simulation and empirical data

Open Access
|Dec 2020

References

  1. Adefisoye J.O., Golam Kibria B.M., George F. (2016): Performances of Several Univariate Tests of Normality: An Empirical Study. Journal of Biometrics & Biostatistics 7: 322.
  2. Atwood J, S.haik S., Watts M. (2003): Are Crop Yields Normally Distributed? A Reexamination. American Journal of Agricultural Economics 85: 888–901.10.1111/1467-8276.00495
  3. Atkinson A.C., Riani M. (2012): Robust diagnostic regression analysis. New York: Springer Science & Business Media.
  4. Buccola S.T. (1986): Testing for Nonnormality in Farm Net Returns. American Agricultural Economics Association: 334–343.10.2307/1241435
  5. Chen S., Miranda M. (2008): Modeling Texas Dryland Cotton Yields, With Application to Crop Insurance Actuarial Rating. Journal of Agricultural and Applied Economics 40(1): 239–252.10.1017/S107407080002808X
  6. Day R.H. (1965): Probability Distributions of Field Crop Yields. Journal of Farm Economics 47(3): 713–741.10.2307/1236284
  7. Dixon W. (1954): Power under normality of several nonparametric tests. Annals of Mathematical Statistics 25: 610–614.10.1214/aoms/1177728732
  8. Fox J. (1991): Regression diagnostics: An introduction, Vol. 79. Newbury Park, CA: Sage.10.4135/9781412985604
  9. Glass G.V., Peckham P.D., Sanders J.R. (1972): Consequences of Failure to Meet Assumptions Underlying the Fixed Effects Analyses of Variance and Covariance. Review of Educational Research 42(3): 237–288.10.3102/00346543042003237
  10. Hennessy D. (2009): Crop Yield Skewness and the Normal Distribution. Journal of Agricultural and Resource Economics 34(1): 34–52.
  11. Islam T.U. (2017): Stringency-based ranking of normality tests. Communications in Statistics - Simulation and Computation 46: 655–668.10.1080/03610918.2014.977916
  12. Jarque C.M., Bera A.K. (1987): A Test for Normality of Observations and Regression Residuals. International Statistical Review 55: 163–172.10.2307/1403192
  13. Kozak M., Piepho H-P. (2018): What’s normal anyway? Residual plots are more telling than significance tests when checking ANOVA assumptions. Journal of Agronomy and Crop Science 204: 86–98.10.1111/jac.12220
  14. Krauczi E. (2009): A study of the quantile correlation test for normality. TEST 18: 156–165.10.1007/s11749-007-0074-6
  15. Limpert E., Stahel W.A. (2011): Problems with Using the Normal Distribution – and Ways to Improve Quality and Efficiency of Data Analysis. PLoS ONE 6(7): e21403.10.1371/journal.pone.0021403313645421779325
  16. Moss C.B., Shonkwiler J.S. (1993): Estimating Yield Distributions with a Stochastic Trend and Nonnormal Errors. American Journal of Agricultural Economics 75(4): 1056—1062.10.2307/1243993
  17. Stroup W.W. (2015): Rethinking the Analysis of Non-Normal Data in Plant and Soil Science. Agronomy Journal 107: 811–827.10.2134/agronj2013.0342
  18. R Core Team R (2020): A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org/.
  19. Ramirez O.A., Misra S. (2003): Field J. Crop-Yield Distributions Revisited. American Journal of Agricultural Economics 85: 108—120.10.1111/1467-8276.00106
  20. Romao X., Delgado R., Costa A. (2010): An empirical power comparison of univariate goodness-of-fit tests for normality. Journal of Statistical Computation and Simulation 80: 1–47.10.1080/00949650902740824
  21. Seier E. (2002): Comparison of Tests for Univariate Normality. InterStat Statistical Journal 1: 1–17.
  22. Tukey J.W. (1960): A survey of sampling from contaminated distributions. In Contributions to Probability and Statistics: Essays in Honor of Harold Hotelling, Stanford Univ. Press: 448–485.
  23. Yap B.W., Sim C.H. (2011): Comparisons of various types of normality tests. Journal of Statistical Computation and Simulation 81: 1–15.
  24. Yazici B., Yolacan S. (2007): A comparison of various tests of normality. Journal of Statistical Computation and Simulation 77: 175–183.10.1080/10629360600678310
DOI: https://doi.org/10.2478/bile-2020-0015 | Journal eISSN: 2199-577X | Journal ISSN: 1896-3811
Language: English
Page range: 237 - 251
Published on: Dec 31, 2020
Published by: Polish Biometric Society
In partnership with: Paradigm Publishing Services
Publication frequency: 2 issues per year

© 2020 Achilleas Anastasiou, Alex Karagrigoriou, Anastasios Katsileros, published by Polish Biometric Society
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.