A restriction in using linear regression is that it assumes that past data and future projections fall on or near a straight line.

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Linear regression is a method that assumes a linear relationship between the independent and dependent variables. Therefore, it assumes that past data and future projections fall on or near a straight line, which may not always be the case.

A Restriction in Using Linear Regression Is That It Assumes