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We Compare the Percent of Variation Explained R2 for a Regression

question 54

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We compare the percent of variation explained R2 for a regression model with seasonal dummy variables to the MAPE for the smoothing model with seasonality to see which model is more accurate.


Definitions:

Direct Labor Hours

The total hours of work performed by employees directly involved in manufacturing goods or providing services.

Overhead Controllable Variance

The difference between the actual overhead incurred and the expected overhead based on a standard cost or budget, within management's control.

Actual Overhead Costs

The real costs incurred for overhead in a manufacturing or production process, as opposed to budgeted or estimated costs.

Budgeted Overhead Costs

The anticipated costs associated with running operations that are planned for in advance during the budgeting process.

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