Nonparametric techniques in statistics are those in which the data
are ranked in order according to some particular characteristic.
When applied to measurable characteristics, the use of such
techniques often saves considerable calculation as compared with
more formal methods, with only slight loss of accuracy. The field
of nonparametric statistics is occupying an increasingly important
role in statistical theory as well as in its applications.
Nonparametric methods are mathematically elegant, and they also
yield significantly improved performances in applications to
agriculture, education, biometrics, medicine, communication,
economics and industry.
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