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_____ Is a Possible Mistake When Comparing Variables of Units

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_____ is a possible mistake when comparing variables of units of analysis in which an association among variables of two units may be due to them both actually being part of one large unit.


Definitions:

Bootstrap Distribution

A data-driven simulation method for estimating the sampling distribution of an estimator by resampling with replacement from the original data.

Small Sample

A subset of a population used in statistical analysis that is considered to be too small to reliably indicate properties of the population.

Permutation Test

A type of non-parametric statistical significance test that involves rearranging the observations among the groups and calculating the difference in outcomes under various permutations.

Matched-Pairs Designs

An experimental design in which each subject is paired with another subject based on certain criteria, and each pair is treated differently to compare outcomes.

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