Which of the Following Correctly Describes a Multiple-Regression ANOVA Test

question 130

Multiple Choice

Which of the following correctly describes a multiple-regression ANOVA test?

• A) It is a test of the significance of individual coefficients, rather than of the overall significance of the regression model.
• B) It amounts to testing the hypothesis that none of the true regression coefficients is zero and that, therefore, all of the independent predictors help explain the variation of the dependent variable.
• C) It is a test of the overall significance of a regression, rather than a test of the significance of individual coefficients.
• D) It is a test of the significance of individual coefficients, rather than of the overall significance of the regression model and it is a test of the overall significance of a regression, rather than a test of the significance of individual coefficients.
• E) None of these.

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Definitions:

Inertia

Inertia is the resistance of any physical object to any change in its state of motion, including changes to its speed and direction.

Dyadic Processes

Interactions and exchanges between two individuals, particularly focusing on communication, influence, and relational dynamics.

Multiple Methods

The use of various techniques or approaches in research, problem-solving, or analysis to gain comprehensive insights.

Explanatory Processes

Systems or methods used to clarify or understand the reasons behind phenomena or results.