OCR MEI Further Statistics Minor 2022 June — Question 2

Exam BoardOCR MEI
ModuleFurther Statistics Minor (Further Statistics Minor)
Year2022
SessionJune
TopicLinear regression
TypeIdentify response/explanatory variables

2 A forester is investigating the relationship between the diameter and the height of young beech trees. She selects a random sample of 15 young beech trees in a forest and records their diameters, \(d \mathrm {~cm}\), and their heights, \(h \mathrm {~m}\). The data are illustrated in the scatter diagram.
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  1. State whether either or both of the variables \(d\) and \(h\) are random variables. Summary data for the diameters and heights are as follows. $$\mathrm { n } = 15 \quad \sum \mathrm {~d} = 84.9 \quad \sum \mathrm {~h} = 124.7 \quad \sum \mathrm {~d} ^ { 2 } = 624.55 \quad \sum \mathrm {~h} ^ { 2 } = 1230.57 \quad \sum \mathrm { dh } = 866.63$$
  2. Find the equation of the regression line of \(h\) on \(d\). Give your answer in the form \(h = a d + b\), giving the values of \(a\) and \(b\) correct to \(\mathbf { 2 }\) decimal places.
  3. Use the regression line to predict the heights of beech trees with the following diameters.
    • 7.5 cm
    • 20.0 cm
    • Comment on the reliability of your predictions.
    • There are many mature beech trees with diameter of 60 cm or greater. However, there are no beech trees with a height of more than 50 m .
    Comment on this in relation to your regression line.
  4. State the coordinates of the point at which the regression line of \(d\) on \(h\) meets the line which you calculated in part (b).