Edexcel S1 2013 January — Question 3

Exam BoardEdexcel
ModuleS1 (Statistics 1)
Year2013
SessionJanuary
TopicLinear regression
TypeCalculate y on x from raw data table

3. A biologist is comparing the intervals ( \(m\) seconds) between the mating calls of a certain species of tree frog and the surrounding temperature ( \(t { } ^ { \circ } \mathrm { C }\) ). The following results were obtained.
\(t { } ^ { \circ } \mathrm { C }\)813141515202530
\(m\) secs6.54.5654321
$$\text { (You may use } \sum t m = 469.5 , \quad \mathrm {~S} _ { t t } = 354 , \quad \mathrm {~S} _ { m m } = 25.5 \text { ) }$$
  1. Show that \(\mathrm { S } _ { t m } = - 90.5\)
  2. Find the equation of the regression line of \(m\) on \(t\) giving your answer in the form \(m = a + b t\).
  3. Use your regression line to estimate the time interval between mating calls when the surrounding temperature is \(10 ^ { \circ } \mathrm { C }\).
  4. Comment on the reliability of this estimate, giving a reason for your answer.