The time series plot below shows that the winning time for both men and women in the 100 m freestyle swim in the Olympic Games has been decreasing during the period 1912 to 2016.
Least squares lines are used to model the trend for both men and women.
The least squares line for the men's winning time has been drawn on the time series plot above.
The equation of the least squares line for men is
winning time men = 356.9 – 0.1544 × year
The equation of the least squares line for women is
winning time women = 538.9 – 0.2430 × year
- Draw the least squares line for winning time women on the time series plot above. (1 mark)
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- The difference between the women's predicted winning time and the men's predicted winning time can be calculated using the formula.
- difference = winning time women – winning time men
- Use the equation of the least squares lines and the formula above to calculate the difference predicted for the 2024 Olympic Games.
- Round your answer to one decimal place. (2 marks)
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- The Olympic Games are held every four years. The next Olympic Games will be held in 2024, then 2028, 2032 and so on.
- In which Olympic year do the two least squares lines predict that the wining time for women will first be faster than the winning time for men in the 100 m freesytle? (2 marks)
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