An analysis of 1698 empirical articles published in the Journal of Counseling Psychology since 1954 was performed to provide an examination of the patterns of use of non-parametric statistical procedures. Analysis indicated that non-parametric procedures have not been as widely used as parametric procedures. It was also evident that the use of non-parametric procedures has steadily declined over time. The question of the appropriateness of the domination of parametric procedures emerges.
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References
1.
AndrewsD. F.A robust method for linear regression. Technometrics, 1974, 16, 523–531.
2.
BlairR. C.HigginsJ. J.A comparison of the power of the Wilcoxon rank sum statistic to that of the Student's t statistic under various non-normal distributions. Journal of Educational Statistics, 1980, 5, 309–335.
3.
BlairR. C.HigginsJ. J.A note on the A.R.E. of the Wilcoxon sign rank test relative to that of the Student's t under mixtures of two normal distributions. British Journal of Mathematical and Statistical Psychology, 1981, 34, 124–128.
BockD.YatesG.Log linear analysis of nominal or ordinal qualitative data by the method of maximum likelihood. Ann Arbor, MI: National Educational Resources, 1973.
BraffittJ. D.RandlesR. H.HoggR. V.Distribution-free partial discriminant analysis. Journal of the American Statistical Association, 1976, 71, 934–939.
8.
BurnettT. D.BarrP. R.A non-parametric analog of analysis of covariance. Educational and Psychological Measurement, 1977, 37, 341–348.
9.
DixonW. J.Power under normality of several nonparametric tests. Annals of Mathematical Statistics, 1954, 25, 610–614.
10.
EinotI.GabrielK. R.A study of the powers of several methods of multiple comparisons. Journal of the American Statistical Association, 1975, 70, 574–583.
11.
HodgesJ. L.LehmanE. L.The efficacy of some nonparametric competitors of the t-test. Annals of Mathematical Statistics, 1956, 27, 324–335.
12.
McSweeneyM.KatzB. M.Non-parametric statistics. Perceptual and Motor Skills, 1978, 46, 1023–1032.
13.
PatelK. M.HoelD. G.A nonparametric test for interaction to factorial experiments. Journal of the American Statistical Association, 1973, 68, 615–620.