S1 June 2011 Q7

EdexcelOld spec12 marksCorrelation & Regression

7. A teacher took a random sample of 8 children from a class. For each child the teacher recorded the length of their left foot, \(f\) cm, and their height, \(h\) cm. The results are given in the table below.

\(f\)2326232227242021
\(h\)135144134136140134130132

(You may use \(\sum f = 186 \quad \sum h = 1085 \quad \mathrm{S}_{ff} = 39.5 \quad \mathrm{S}_{hh} = 139.875 \quad \sum fh = 25291\))

(a) Calculate \(\mathrm{S}_{fh}\) (2)
(b) Find the equation of the regression line of \(h\) on \(f\) in the form \(h = a + bf\).
Give the value of \(a\) and the value of \(b\) correct to 3 significant figures. (5)
(c) Use your equation to estimate the height of a child with a left foot length of 25 cm. (2)
(d) Comment on the reliability of your estimate in (c), giving a reason for your answer. (2)

The left foot length of the teacher is 25 cm.

(e) Give a reason why the equation in (b) should not be used to estimate the teacher’s height. (1)