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If the Dependent Variable Y Is Directly Related to the Independent

question 26

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If the dependent variable Y is directly related to the independent variable X, this means that changes in X cause changes in Y.


Definitions:

Coefficient Of Determination

A statistical measure, often denoted as R², representing the proportion of variance in the dependent variable predictable from the independent variable(s).

Variance

A statistical measurement of the spread between numbers in a dataset, indicating how much the values differ from the average.

Variables

Elements, factors, or conditions that are subject to change or variation within a study.

Confirmatory Factor Analysis (CFA)

A statistical technique used to test the hypothesis that a relationship between observed variables and their underlying latent constructs exists.

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