As mentioned previously, the first stage of LHS
is to generate representing samples for each random
variable. The domain of each variable is divided into
equiprobable disjunct intervals of the probability
NSim. One sample is chosen from each interval. The
current practice is to choose samples directly by inverse
transformation of CDF, in the middle of the
k-th strata: