The scatterplot below plots the variable life span, in years, against the variable sleep time, in hours, for a sample of 19 types of mammals.
On the assumption that the association between sleep time and life span is linear, a least squares line is fitted to this data with sleep time as the explanatory variable.
The equation of this least squares line is
life span = 42.1 – 1.90 × sleep time
The coefficient of determination is 0.416
- Draw the graph of the least squares line on the scatterplot above. (1 mark)
- Describe the linear association between life span and sleep time in terms of strength and direction. (2 marks)
- Interpret the slope of the least squares line in terms of life span and sleep time. (2 marks)
- Interpret the coefficient of determination in terms of life span and sleep time. (1 mark)
- The life of the mammal with a sleep time of 12 hours is 39.2 years.
Show that, when the least squares line is used to predict the life span of this mammal, the residual is 19.9 years. (2 marks)