What's the hypothesis and the test statistic ?
The null hypothesis is that some one point (a vector in R^n for the reals R and positive integer n) is from an independent, identically distributed set of random variables. The cute part was the use of the distribution property of tightness for the test statistic. The intended first application was for monitoring computer systems and improve on the early AI expert systems.