TY - JOUR
T1 - Sample size determination for one-and two-sample trimmed mean tests
AU - Luh, Wei Ming
AU - Olejnik, Stephen
AU - Guo, Jiin Huarng
N1 - Funding Information:
A?National?Science?Council?grant?(Taiwan;?NSC92-2413-H-006-004)?to?the?first?author?supported? this?research.?The?authors?thank?the?editor?and?reviewers? for?their?insightful?suggestions.?
PY - 2008/12/1
Y1 - 2008/12/1
N2 - Formulas to determine the necessary sample sizes for parametric tests of group comparisons are available from several sources and appropriate when population distributions are normal. However, in the context of nonnormal population distributions, researchers recommend Yuen's trimmed mean test, but formulas to determine sample sizes have not been developed. The authors address this omission and provide statistically rigorous formulas of sample size determination for 1- and 2-sample Yuen's trimmed mean tests. Computer simulations for a wide range of nonnormal distribution shapes evaluated the adequacy of the proposed formulas. The results show that the proposed formulas control Type I error satisfactorily and achieve desired power, whereas the traditional formulas resulted in oversampling units for nonnormal distributions.
AB - Formulas to determine the necessary sample sizes for parametric tests of group comparisons are available from several sources and appropriate when population distributions are normal. However, in the context of nonnormal population distributions, researchers recommend Yuen's trimmed mean test, but formulas to determine sample sizes have not been developed. The authors address this omission and provide statistically rigorous formulas of sample size determination for 1- and 2-sample Yuen's trimmed mean tests. Computer simulations for a wide range of nonnormal distribution shapes evaluated the adequacy of the proposed formulas. The results show that the proposed formulas control Type I error satisfactorily and achieve desired power, whereas the traditional formulas resulted in oversampling units for nonnormal distributions.
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U2 - 10.3200/JEXE.77.2.167-184
DO - 10.3200/JEXE.77.2.167-184
M3 - Article
AN - SCOPUS:67649510500
VL - 77
SP - 167
EP - 184
JO - Journal of Experimental Education
JF - Journal of Experimental Education
SN - 0022-0973
IS - 2
ER -