Is the following statement true or false? If false explain briefly. Some of the residuals from a least squares linear model will be positive and some will be negative

Elementary Linear Algebra (MindTap Course List)
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Chapter5: Inner Product Spaces
Section5.CM: Cumulative Review
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Is the following statement true or false? If false explain briefly.

Some of the residuals from a least squares linear model will be positive and some will be negative. 

(Don't Hand writing in solution) 

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