1. Linearity
- A Linear Regression is Linear because the Equation is Linear.
- To verify the Linearity between Independent and Dependent Variable apply Scatter plot.
- If the Data points form a pattern that looks like a Straight Line then Linear Regression is Suitable.
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These are some of the Assumptions to be pondered while Applying Ordinary Least Square Method and Performing Regression Analysis.
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