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Can we predict the next eruption of the Old Faithful geyser by knowing the duration of the previous eruption? The observations and least squares regression

Can we predict the next eruption of the Old Faithful geyser by knowing the duration of the previous eruption? The observations and least squares regression line appear in the scatterplot. The scatterplot and the least-squares regression line for predicting the Interval (minutes) between eruptions and the Duration (minutes) of the previous eruption is given below.

For an eruption that lasted 2.8 minutes, the interval between eruptions was 53.5 minutes. Find the residual?

a.0 minutes

b.63.514 minutes

c.10.014 minutes

d.-10.014 minutes

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