Data Analytics, Machine Learning, Business Analytics, Regression Analysis, Knowledgebase Analytics.
and your decision-making on the wrong track. The spectrum of assumptions is extensive when it comes to predictive models, so I will focus this article on cross-sectional datasets (data at a single point in time) and leave time series to another article. Model Assumptions for Cross-Sectional Data