- Since you are interested in the average life expectancy, you want to estimate the mean response.
- Since you are interested in the lung function of an individual, you want to predict an new response.
- Since you are interested in the typical, you want to know the weight over all subjects (i.e. the mean), so you want to estimate the mean response.