Consider a simple linear regression model with one dependent variable (Y) and one predictor variable (X). Given the independent observations (Xi, Yi), i = 1, 2, ..., n, show that the residuals ei, i = 1, 2, ..., n are uncorrelated with Yi-hat."

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Consider a simple linear regression model with one dependent variable (Y) and one predictor variable (X). Given the independent observations (Xi, Yi), i = 1, 2, ..., n, show that the residuals ei, i = 1, 2, ..., n are uncorrelated with Yi-hat.&#34;

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