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Any data that does not fall into the traditional field structure (alpha, numeric, dates) of a relational DBMS. Examples of complex data types are bills of materials, word processing documents ...
Nonparametric statistics refer to a statistical method in which the data is not required to fit a normal distribution. Rankings should not change.