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When Are Nonparametric Methods Best Applied

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When are nonparametric methods best applied?


Definitions:

Standard Normal Distribution

A normal distribution with a mean of zero and a standard deviation of one, used as a reference in statistical analysis.

Confidence Interval

A continuum of figures obtained from a sample's statistics, likely to envelop the value of an unknown population characteristic.

Population Proportion

The fraction of individuals in a population having a particular attribute, representing a particular kind of population parameter.

Confidence Interval

A range of values, derived from sample statistics, that is likely to contain the true value of an unknown population parameter with a specified level of confidence.

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