Problem #$5(**$ continue to use the setup from the above$)$

Bimble now wants to predict the amount of spending $($ $ $)$ from the duration of customers' stay $($minutes$)$ according to the sample data.

$5-1$ Run an appropriate regression model and report the coefficients below. $($select from the dropdown$)$

Spending $($$$)=$

$$

Duration $($minutes$)$

$5-2$ Approximately what percentage of the variation in spending can be explained by the duration? $($select from the dropdown$)$

$$

$\%$

$5-3$ Bimble spends $40$ minutes shopping at Bumble's store. What is her estimated amount of spending, approximately? $($select from the dropdown$)$

$