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 ...

Besides normality, these traditional regression ... of generalised linear models (GLMs) led to other important advances in statistics, particularly when the assumption of independence between ...