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If Adding an Independent Variable Results in a Reduction in the Adjusted

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If adding an independent variable results in a reduction in the adjusted R2, we have evidence that the new variable might not be contributing enough explanation of the dependent variable to remain in the model.


Definitions:

Periodic Inventory System

An inventory system that updates inventory balances at the end of a period, relying on physical counts to measure stock levels.

Detailed Records

Comprehensive, accurate documentation of transactions, activities, or events, maintained for reference and compliance.

Goods Held for Resale

Refers to items that a company has in its inventory that are purchased with the intention of being sold to customers rather than being used in the production process.

Gross Profit

The difference between sales revenue and the cost of goods sold before deducting overheads, payroll, taxation, and interest.

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