Approximate sample size formulas for the two-sample trimmed mean test with unequal variances.
Yuen's two-sample trimmed mean test statistic is one of the most robust methods to apply when variances are heterogeneous. The present study develops formulas for the sample size required for the test. The formulas are applicable for the cases of unequal variances, non-normality and unequal sample sizes. Given the specified alpha and the power (1-beta), the minimum sample size needed by the proposed formulas under various conditions is less than is given by the conventional formulas. Moreover, given a specified size of sample calculated by the proposed formulas, simulation results show that Yuen's test can achieve statistical power which is generally superior to that of the approximate t test. A numerical example is provided.
Luh
Wei-Ming
WM
Institute of Education, National Cheng Kung University, Taiwan. luhwei@mail.ncku.edu.tw
Guo
Jiin-Huarng
JH
D000704:Analysis of Variance; D003198:Computer Simulation; D016001:Confidence Intervals; D006801:Humans; D008432:Mathematical Computing; D015233:Models, Statistical; D011336:Probability; D018401:Sample Size