Predicting fuel consumption on the basis of flying time


Assignment:

The following data describe fuel consumption and flying hours for turboprop general aviation aircraft from 1992 through 1997. Fuel consumption is in millions of gallons; flying time is in millions of hours.

 

Year

 

 

1992   1993

1994

1995

1996

1997

Fuel Consumed                   131.8   95.9

Flying Time                           1.6       12

92.7

11

124.4

15

145.0

18

135.7

17

a. Determine the least-squares regression line for predicting fuel consumption on the basis of flying time.
b. Determine and interpret the coefficients of correlation and determination.
c. If there were 2.0 million flying hours during a given year, what would be the prediction for the amount of fuel consumed?

Provide complete and step by step solution for the question and show calculations and use formulas.

 

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Basic Statistics: Predicting fuel consumption on the basis of flying time
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