Ononot — In a simple ordinary least squares (OLS) linear regression m

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Linear Modelingmedium

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In a simple ordinary least squares (OLS) linear regression model with an intercept, let $y_i$ be the observed responses and $\hat{y}_i$ be the fitted values. Which of the following relationships is always true?