Question

Use the image to answer the question.

A residual plot has an x-axis that ranges from 0 to 11 and is labeled 'Fitted Value.' The 1st increment on that axis is 5 and it continues by unit increments until 11. The y-axis ranges from negative 10 to 30 by increments of 10 and is labeled 'Residual.'

Determine the reliability of the linear model given this residual plot.

(1 point)
Responses

The given residual plot clearly has a pattern. Therefore, the linear model is reliable and will provide accurate predictions for the original data.
The given residual plot clearly has a pattern. Therefore, the linear model is reliable and will provide accurate predictions for the original data.

The given residual plot clearly has a pattern. Therefore, the linear model is not reliable and will not provide accurate predictions for the original data.
The given residual plot clearly has a pattern. Therefore, the linear model is not reliable and will not 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 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 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.

Answer 1

[AI-generated answer — Bot GPT 3.5]

The given residual plot clearly has a pattern. Therefore, the linear model is not reliable and will not provide accurate predictions for the original data.