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Two Simple Regression Models Were Used to Predict a Single

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Two simple regression models were used to predict a single dependent variable. Both models were highly significant, but when the two independent variables were placed in the same multiple regression model for the dependent variable, R² did not increase substantially and the parameter estimates for the model were not significantly different from 0. This is probably an example of collinearity.


Definitions:

Gallons

A unit of volume measurement used primarily in the United States to quantify liquids.

Standard Costs

Predetermined costs for manufacturing a product, used for budgeting and assessing performance.

Cost of Goods Sold

The total direct costs attributable to the production of goods sold by a company, including materials and labor.

Labor Rate Variance

The difference between the actual cost of labor and the budgeted or expected cost of labor, often analyzed in cost accounting.

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