Simple linear regression is a statistical method that models the relationship between a dependent variable and a single independent variable by fitting a linear equation to the observed data. This approach is essential for understanding how changes in one variable can influence another, making it vital for prediction and interpretation in various fields such as economics, social sciences, and natural sciences.
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