In Multiple Regression Analysis, Which of the Following Is a Clue

question 137

Multiple Choice

In multiple regression analysis, which of the following is a clue that multicollinearity is present?

• A) The value ofis large, indicting a good fit, but the individual t - tests are nonsignificant.
• B) The signs of the regression coefficients are contrary to what we would intuitively expect the contributions of those variables would be.
• C) A matrix of correlations, generated by computer, shows which predictor variables are highly correlated with each other and with the response variable y.
• D) All of these.
• E) None of these.

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Definitions:

Non-Exchange Revenue

revenue received by an entity through means other than the direct exchange of goods or services, such as grants and donations.

Transferor and Recipient

Parties involved in the transfer of assets, where the transferor is the giver, and the recipient is the receiver.

Net Debt

Represents the total debt of a company minus its cash and cash equivalents, indicating the amount of debt that remains if all cash is used to pay down debt.

Government's Finances

An overview of the financial activities, performance, and condition of a governmental entity, including revenues, expenditures, and debt levels.