Abstract: Assumptions play a pivotal role in the selection and efficacy of statistical models, as unmet assumptions can lead to flawed conclusions and impact decision-making. In both traditional ...

When similar experimental units are assigned randomly to two groups, one to receive a "treatment," the other to serve as a control, the homogeneity of variance assumption underlying the pooled t test ...