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Anytime It Is Appropriate to Use a Nonparametric Statistic It

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Anytime it is appropriate to use a nonparametric statistic it is appropriate to use a parametric statistic.


Definitions:

Degrees of Freedom

The count of unique values or quantities that may be allocated to a statistical distribution.

Level of Significance

A threshold for determining whether a statistical result is significant, typically set before an analysis is conducted.

Expected Frequency

The predicted count of occurrences of an event based on the probabilities calculated from a probability distribution or sample data.

Cramér's V

A measure of association between two nominal variables, giving a value between 0 and 1 to indicate the strength of the relationship.

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