Asymptotic normality;
F-test;
robustness of the approximate F-test;
random effects;
D O I:
10.31801/cfsuasmas.467319
中图分类号:
O1 [数学];
学科分类号:
0701 ;
070101 ;
摘要:
The approximate test for testing the significance of the random effect is presented in the unbalanced one-way random model in which both random effects and errors are from nonnormal universes. The test is based on the asymptotic distribution of the F-ratio. Under the condition that the number of groups tends to infinity while the average of powers of the group sizes is bounded, the asymptotic distribution of the F statistic is obtained. Robustness of the proposed test is given.
机构:
Univ Texas Hlth Sci Ctr San Antonio, Dept Epidemiol & Biostat, San Antonio, TX 78229 USAUniv Texas Hlth Sci Ctr San Antonio, Dept Epidemiol & Biostat, San Antonio, TX 78229 USA
Jung, Inkyung
Sen, Pranab Kumar
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h-index: 0
机构:
Univ N Carolina, Dept Biostat, Chapel Hill, NC USA
Univ N Carolina, Dept Stat & Operat Res, Chapel Hill, NC USAUniv Texas Hlth Sci Ctr San Antonio, Dept Epidemiol & Biostat, San Antonio, TX 78229 USA