The Following Multiple Regression Output Was Generated from a Study

question 69

Multiple Choice

The following multiple regression output was generated from a study in which two independent variables are included.The first independent variable (X1) is a quantitative variable measured on a continuous scale.The second variable (X2) is qualitative coded 0 if Yes,1 if No. Based on this information,which of the following statements is true?

• A)The model explains nearly 63 percent of the variation in the dependent variable.
• B)If tested at the 0.05 significance level,the overall model would be considered statistically significant.
• C)The variable X1 has a slope coefficient that is significantly different from zero if tested at the 0.05 level of significance.
• D)All of the above are true.

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Definitions:

Self-Esteem

An individual's subjective evaluation of their own worth.

Impression Management

Strategies individuals use to influence or control the perceptions others have of them, often through altering appearance or behavior.

Grandstanding

Grandstanding refers to the act of speaking or behaving in a way that seeks to attract admiration, attention, or support, often without genuine sincerity.

Instrumental Conditioning

A learning process in which behavior is modified through the use of rewards or punishments.