It Is Determined That a Positive Linear Association Exists Between $= 4.68 + 3.40$

It is determined that a positive linear association exists between age (for children between the agesof 3 and 9 years) and attention span (measured in minutes) . The scatterplot below shows theassociation. The prediction equation is also given. A college instructor uses the model to predict theattention span of the students in her class who have an average age of 29. Choose the best statementto summarize why this is not an appropriate use for the model.

attention span $= 4.68 + 3.40$ (age)

A) This is an inappropriate use of the model because the model was used to make predictions beyond the scope of the data. The college instructor is extrapolating.
B) This is an inappropriate use of the model because age does not cause attention span to
Increase. Correlation does not mean causation.
C) This is an inappropriate use of the model because a 29-year-old person would be an outlier
In this context.