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If Variance of an Independent Variable in a Regression Model

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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:

Monopolistic Competition

A market structure characterized by many sellers offering differentiated products, leading to some degree of market power.

Average Total Cost

The total cost of production (fixed and variable costs combined) divided by the number of units produced.

Economic Profits

Profits calculated by subtracting both explicit and implicit costs from total revenue, often indicating the degree of profitability beyond normal expectations.

Excess Capacity

A situation where a company can produce more goods than the market demands, often leading to inefficiencies.

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