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Discuss the Properties of the OLS Estimator When the Regression

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Essay

Discuss the properties of the OLS estimator when the regression errors are homoskedastic and normally distributed. What can you say about the distribution of the OLS estimator when these features are absent?

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Definitions:

Standard Labour Hours

The estimated hours required to produce a unit of product, used in planning and efficiency analysis.

Actual Total Labour Cost

The real expense incurred for labor during the production process, covering all employees directly involved in manufacturing.

Materials Quantity Variance

The difference between the actual quantity of materials used in production and the expected quantity according to standards.

Direct Material Used

The raw materials directly incorporated into a product during the manufacturing process.

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