S1 June 2010 Q6

EdexcelOld spec14 marksCorrelation & Regression

6. A travel agent sells flights to different destinations from Beerow airport. The distance \(d\), measured in 100 km, of the destination from the airport and the fare £\(f\) are recorded for a random sample of 6 destinations.

Destination\(A\)\(B\)\(C\)\(D\)\(E\)\(F\)
\(d\)2.24.06.02.58.05.0
\(f\)182025233228

[You may use \(\sum d^2 = 152.09 \quad \sum f^2 = 3686 \quad \sum fd = 723.1\)]

(a) Using the axes below, complete a scatter diagram to illustrate this information. (2)
(b) Explain why a linear regression model may be appropriate to describe the relationship between \(f\) and \(d\). (1)
(c) Calculate \(S_{dd}\) and \(S_{fd}\) (4)
(d) Calculate the equation of the regression line of \(f\) on \(d\) giving your answer in the form \(f = a + bd\). (4)
(e) Give an interpretation of the value of \(b\). (1)

Jane is planning her holiday and wishes to fly from Beerow airport to a destination \(t\) km away. A rival travel agent charges 5p per km.

(f) Find the range of values of \(t\) for which the first travel agent is cheaper than the rival. (2)
Blank axes on graph paper: d (100 km) from 0 to 8 horizontally, £f from 0 to 40 vertically