What does the "line of best fit" in simple linear regression minimize?

Functions and Change: A Modeling Approach to College Algebra (MindTap Course List)
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Chapter3: Straight Lines And Linear Functions
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What does the "line of best fit" in simple linear regression minimize?

 

Question 1 options:

 

The sum of all of the predicted values

 

The sum of the absolute deviations between actual and predicted values

 

The sum of the differences between actual and predicted values

 

The sum of the squared differences between actual and predicted values

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