A Researcher Estimates His Model by Means of Regression

question 5

Multiple Choice

A researcher estimates his model by means of regression.He finds a significance level of .0012 and an R-square of .31 for the model.Which conclusion can the researcher draw from these data?

• A)At least one of the independent variables or the constant of the model is significantly related to the dependent variable.
• B)The model explains 31% of the variation in the independent variables.
• C)Multicollinearity is the case.
• D)All independent variables are significantly related to Y.

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Definitions:

Cyclical Pattern

A sequence of events or phenomena that recur in a regular, predictable cycle or series.

Domestic Violence

A pattern of behavior in any relationship that is used to gain or maintain power and control over an intimate partner, including physical, sexual, emotional, economic, or psychological actions or threats.

Patriarchal

Related to a social system where men hold primary power and predominate in roles of political leadership, moral authority, social privilege, and control of property.

Emotionally Distant

Refers to individuals who are not easily open to sharing their feelings or forming close emotional connections with others.