OCR MEI S2 2015 June — Question 1

Exam BoardOCR MEI
ModuleS2 (Statistics 2)
Year2015
SessionJune
TopicLinear regression
TypeCalculate y on x from raw data table

1 A random sample of wheat seedlings is planted and their growth is measured. The table shows their average growth, \(y \mathrm {~mm}\), at half-day intervals.
Time \(t\) days00.511.522.53
Average growth \(y \mathrm {~mm}\)072133455662
  1. Draw a scatter diagram to illustrate these data.
  2. Calculate the equation of the regression line of \(y\) on \(t\).
  3. Calculate the value of the residual for the data point at which \(t = 2\).
  4. Use the equation of the regression line to calculate an estimate of the average growth after 5 days for wheat seedlings. Comment on the reliability of this estimate. It is suggested that it would be better to replace the regression line by a line which passes through the origin. You are given that the equation of such a line is \(y = a t\), where \(a = \frac { \sum y t } { \sum t ^ { 2 } }\).
  5. Find the equation of this line and plot the line on your scatter diagram.