Data Analytics, Machine Learning, Business Analytics, Regression Analysis, Knowledgebase Analytics.
violated, resulting in heteroscedasticity, it can lead to underestimated standard errors, which in turn can cause statistical tests to mistakenly identify insignificant predictors as significant. The ripple effects of this violation can, therefore, cloud the interpretability of the model and reduce