OCR MEI S2 2013 January — Question 1

Exam BoardOCR MEI
ModuleS2 (Statistics 2)
Year2013
SessionJanuary
TopicLinear regression
TypeLinearize non-linear relationships

1 A manufacturer of playground safety tiles is testing a new type of tile. Tiles of various thicknesses are tested to estimate the maximum height at which people would be unlikely to sustain injury if they fell onto a tile. The results of the test are as follows.
Thickness \(( t \mathrm {~mm} )\)20406080100
Maximum height \(( h \mathrm {~m} )\)0.721.091.621.972.34
  1. Draw a scatter diagram to illustrate these data.
  2. State which of the two variables is the independent variable, giving a reason for your answer.
  3. Calculate the equation of the regression line of maximum height on thickness.
  4. Use the equation of the regression line to calculate estimates of the maximum height for thicknesses of
    (A) 70 mm ,
    (B) 120 mm . Comment on the reliability of each of these estimates.
  5. Calculate the value of the residual for the data point at which \(t = 40\).
  6. In a further experiment, the manufacturer tests a tile with a thickness of 200 mm and finds that the corresponding maximum height is 2.96 m . What can be said about the relationship between tile thickness and maximum height?