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 Statistical Independence and Dependence

Two variables that are not related to one another are said to possess statistical independence. When two variables are related, they have statistical dependence. Statistical independence means that knowing which category an object falls into on the IV does not help predict its placement on the DV. Conversely, if two variables are statistically dependent, the independent does have predictive power over the outcome variable.

Statistical independence: The condition in which two variables are not related to one another; that is, knowing what class persons or objects fall into on the independent variable does not help predict which class they will fall into on the dependent variable.

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Statistical dependence: The condition in which two variables are related to one another; that is, knowing what class persons or objects fall into on the independent variable helps predict which class they will fall into on the dependent variable.

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