Question

Determine the reliability of the linear model given the residual plot. (1 point) Responses The given residual plot clearly has a pattern. Therefore, a linear model is reliable and will provide accurate predictions for the original data. The given residual plot clearly has a pattern. Therefore, a linear model is reliable and will provide accurate predictions for the original data. The residual plot is equally and randomly distributed around the line where residual=0. Therefore, the linear regression model is a good choice for this data and will provide accurate results when making predictions. The residual plot is equally and randomly distributed around the line where residual=0. Therefore, the linear regression model is a good choice for this data and will provide accurate results when making predictions. The residual plot is equally and randomly distributed around the line where residual=0. Therefore, the linear regression model is not a good choice for this data and will not provide accurate results when making predictions. The residual plot is equally and randomly distributed around the line where residual=0. Therefore, the linear regression model is not a good choice for this data and will not provide accurate results when making predictions. The given residual plot clearly has a pattern. Therefore, a linear model is not reliable and will not provide accurate predictions for the original data.

Answer 1

The given residual plot is not equally and randomly distributed around the line where residual=0, indicating that there may be a pattern or system in the residuals. Therefore, the linear regression model is not a good choice for this data and may not provide accurate results when making predictions. Additional analysis or a different type of model may be needed to better fit the data.