Title of article
The Sample Size Needed for the Trimmed t Test When One Group Size is Fixed
Author/Authors
Wei-Ming Luh & Jiin-Huarng Guo ، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2009
Pages
12
From page
14
To page
25
Abstract
The sample size determination is an important issue for planning research. However, limitations in size have seldom been discussed in the literature. Thus, how to allocate participants into different treatment groups to achieve the desired power is a practical issue that still needs to be addressed when one group size is fixed. The authors focused on the sample size determination for the second group for the two-sample K. Yuenʹs (1974) trimmed mean test in the condition of heterogeneous variances. The results show that the sample size needed is less than that of the traditional B.L. Welchʹs test (1938), especially for nonnormal distributions. Simulation results also demonstrate the accuracy of the proposed formula in terms of Type I error and statistical power.
Keywords
Yuenיs test , nonnormal distribution , Power , Winsorization , robust statistic
Journal title
The Journal of Experimental Education
Serial Year
2009
Journal title
The Journal of Experimental Education
Record number
708763
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