Data Analytics, Machine Learning, Business Analytics, Regression Analysis, Knowledgebase Analytics.
certain point, further expenditure results in diminishing returns or even a decrease in sales. Such a U-shaped curve indicates a non-linear relationship between sales and advertising costs, violating the linearity assumption of a basic linear regression model. 2️⃣Independence of Residuals