Consider numerical observationsx1,…….,xn . It is frequently of interest to know whether...

Consider numerical observationsx₁,…….,x_n . It is frequently of interest to know whether the xi s are (at least approximately) symmetrically distributed about some value. If n is at least moderately large, the extent of symmetry can be assessed from a stem-and-leaf display or histogram. However, if n is not very large, such pictures are not particularly informative. Consider the following alternative. Let y₁ denote the smallest x_i, y₂ the second smallest xi, and so on. Then plot the following pairs as points on a two-dimensional coordinate system: There are n/2 points when n is even and(n-1)/2 when n is odd.

a. What does this plot look like when there is perfect symmetry in the data? What does it look like when observations stretch out more above the median than below it (a long upper tail)?

b. The accompanying data on rainfall (acre-feet) from 26 seeded clouds is taken from the article “A Bayesian Analysis of a Multiplicative Treatment Effect in Weather Modification” (Technometrics, 1975: 161–166). Construct the plot and comment on the extent of symmetry or nature of departure from symmetry.