Nonparametric Statistics that are defined as: “A large number of techniques of inference which do not make numerous or stringent assumptions about parameters. These newer “distribution-free” or nonparametric techniques result in conclusions which require fewer qualifications,” (Siegel & Castellan, 1988, p. 3).