9. Order Statistics and Quantiles

In many statistical applications, interest focuses on estimating the quantiles of a continuous distribution or conducting hypothesis tests about the quantiles. For example, a medical researcher might be interested in determining the median lifetime of patients with a serious illness, or a geophysicist might be interested in determining the 90th percentile of the distribution of earthquake magnitudes in a region.