Question: Consider an estimated linear regression model with a response Y and 5 predictors X1, X2, X3, X4, X5 based on home sales in the city.

Consider an estimated linear regression model

Consider an estimated linear regression model with a response Y and 5 predictors X1, X2, X3, X4, X5 based on home sales in the city. For a random sample of 130 homes sold recently, the following estimates are obtained using Excel. Standard Error Coefficients 23623.719 22840.352 Intercept X1 16.178875 X2 68.159029 -1246.1203 20959.507 3600.7897 9724.738 13294.875 X3 X4 10684.008 X5 -615.19279 156.92591 Find the upper limit of the change in the mean response for a unit change in X5 with 95% confidence coefficient, assuming that the other predictors remain unchanged over the period

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