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When Variables Are Correlated, They Have Overlapping, or Shared, Variance

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When variables are correlated, they have overlapping, or shared, variance.

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Definitions:

Type I Error

The incorrect rejection of a true null hypothesis in statistical hypothesis testing, also known as a "false positive."

Educational Level

A measure of the highest degree or level of school completed by an individual.

Continuous Variable

A variable that can take on an infinite number of values within a given range, allowing for any value within its interval.

Factor

An element or component that contributes to a result or outcome, often used in statistics and analysis.

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