In linear regression, you are to find a line that best fits the data. Sometimes the line may be curved.

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Linear regression assumes a linear relationship between the independent variable and the dependent variable, so the line of best fit is always a straight line. If the relationship between the variables is not linear, other types of regression models such as polynomial regression or exponential regression may be used.

In Linear Regression, You Are to Find a Line That