Data Analytics, Machine Learning, Business Analytics, Regression Analysis, Knowledgebase Analytics.
such as non-linearity and non-normality of residuals can affect both the accuracy and the predictive power of the regression model. Independence violations might lead to spurious relationships, giving a false sense of causality. This is a major problem in time-series datasets, where autocorrelation