The Following Regression Output Was Generated Based on a Sample

question 111

Multiple Choice

The following regression output was generated based on a sample of utility customers.The dependent variable was the dollar amount of the monthly bill and the independent variable was the size of the house in square feet. Based on this regression output,which of the following statements is not true?

• A)The number of square feet in the house explains only about 2 percent of the variation in the monthly power bill.
• B)At an alpha level equal to 0.05,there is no basis for rejecting the hypothesis that the slope coefficient is equal to zero.
• C)The average increase in the monthly power bill is about 66.4 for each additional square foot of space in the house.
• D)The correlation of the monthly power bill with the square footage of the house is 0.149

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Definitions:

Implicit Association Test

A psychological assessment that measures the strength of associations between concepts in an individual's mind, revealing unconscious biases or preferences.

Implicit

Something that is implied or understood though not directly expressed or stated.

Cognitive System

The mental processes involved in gaining knowledge and comprehension, including thinking, knowing, remembering, judging, and problem-solving.

Experiential System

Refers to the cognitive processing system based on personal experiences and emotions, contrasting with analytical reasoning.