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The χ2-Test for Independence Is a Useful Tool for Establishing

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The χ2-test for independence is a useful tool for establishing a causal relationship between two factors.


Definitions:

Standard Deviation

A measure of the amount of variation or dispersion in a set of values, calculated as the square root of variance.

Discrete Random Variable

A type of random variable that can take on a countable number of distinct values, often used to model scenarios where outcomes are countable.

Expected Number

The calculated average or mean value of a numerical random variable, representing what one expects to happen over numerous trials.

Probability Distribution

A statistical function detailing all potential values and their probabilities for a random variable within a specific range.

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