N2009 P2 Q6

N2009 P2 Q6

Junior College 2
8 marks

The table gives the world record time, in seconds above 3 minutes 30 seconds, for running 1 mile as at 1st January in various years.

Year, x\(1930\)\(1940\)\(1950\)\(1960\)\(1970\)\(1980\)\(1990\)\(2000\)
Time, t\(40.4\)\(36.4\)\(31.3\)\(24.5\)\(21.1\)\(19\)\(16.3\)\(13.1\)
  1. Draw a scatter diagram to illustrate the data.[2]
  2. Comment on whether a linear model would be appropriate, referring both to the scatter diagram and the context of the question.[2]
  3. Explain why in this context a quadratic model would probably not be appropriate for long-term predictions.[1]
  4. Fit a model of the form \(\ln t=a+bx\) to the data, and use it to predict the world record time as at 1st January 2010. Comment on the reliability of your prediction.[3]

Solution:

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Answer:\(\ln t=34.85307066-0.01612795077x\); predicted record about 3 minutes 41.4 seconds. Extrapolation limits reliability.

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