A large part of previous work dealt with the robustness of parametric significance tests against nonnormality, heteroscedasticity, or a combination of both. The behavior of tests under violations of the independence assumption received comparatively less attention. Therefore, in applications, researches may overlook that robustness and power properties of tests can vary with the sign and the ma...

Results 44 subjects from 42 families (22 men), mean age of 42 years were included. KBIT-2 Composite IQ score was 98.4 ± 12.4, (95% CI (confidence interval) 94.5-102.3) which is within the average range of 90-109. 27 % of patients scored below average (less than 90) and 15% scored above average (greater than 109), not a significant imbalance (sign test p=0.33). Nonverbal IQ scores show no differ...

This procedure allows you to study the power and sample size of tests of equivalence of means of two correlated variables. Schuirmann’s (1987) two one-sided tests (TOST) approach is used to test equivalence. The paired t-test is commonly used in this situation. Other tests have been developed for the case when the data are not normally distributed. These additional tests include the Wilcoxon si...

This article is concerned with the high-dimensional location testing problem. For settings, traditional multivariate-sign-based tests perform poorly or become infeasible since their Type I error rates are far away from nominal levels. Several modifications have been proposed to address this challenging issue and shown well. However, most of modified sign-based abandon all correlation informatio...