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If Variance of an Independent Variable in a Regression Model

question 17

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If variance of an independent variable in a regression model, say x1, is greater than 0, or Var(x1) > 0, the inconsistency in If variance of an independent variable in a regression model, say x<sub>1</sub>, is greater than 0, or Var(x<sub>1</sub>) > 0, the inconsistency in   <sub>1</sub> (estimator associated with x<sub>1</sub>) is negative, if x<sub>1</sub> and the error term are positively related. 1 (estimator associated with x1) is negative, if x1 and the error term are positively related.


Definitions:

Financing Activities

Financial transactions primarily involved with funding the company and its capital structure, including issuing debt, paying off debt, and equity transactions.

Issuing Debt

The process in which a corporation or governmental entity raises funds by selling bonds, bills, or notes to investors with a promise to pay back the principal along with interest on a specified date.

Acquiring Investments

The process of allocating resources, usually money, to purchase financial assets in the hope of generating income or capital appreciation.

Net Loss

The amount by which total expenses exceed total revenues for a specific period, indicating a financial loss for the entity.

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