Edexcel Paper 3 2024 June — Question 2

Exam BoardEdexcel
ModulePaper 3 (Paper 3)
Year2024
SessionJune
TopicLinear regression
TypeInterpret regression line parameters

  1. Amar is studying the flight of a bird from its nest.
He measures the bird's height above the ground, \(h\) metres, at time \(t\) seconds for 10 values of \(t\)
Amar finds the equation of the regression line for the data to be \(h = 38.6 - 1.28 t\)
  1. Interpret the gradient of this line. The product moment correlation coefficient between \(h\) and \(t\) is - 0.510
  2. Test whether or not there is evidence of a negative correlation between the height above the ground and the time during the flight.
    You should
    • state your hypotheses clearly
    • use a \(5 \%\) level of significance
    • state the critical value used
    Jane draws the following scatter diagram for Amar’s data.
    \includegraphics[max width=\textwidth, alt={}, center]{ab7f7951-e6fe-4853-bb69-8016cf3e796c-06_1024_1033_1135_516}
  3. With reference to the scatter diagram, state, giving a reason, whether or not the regression line \(h = 38.6 - 1.28 t\) is an appropriate model for these data. Jane suggests an improved model using the variable \(u = ( t - k ) ^ { 2 }\) where \(k\) is a constant.
    She obtains the equation \(h = 38.1 - 0.78 u\)
  4. Choose a suitable value for \(k\) to write Jane's improved model for \(h\) in terms of \(t\) only.