Question: Suppose that additional data was located by Silmarilion (discussed in the Regression - Part 1 problem above) and used to run an additional regression analysis.

Suppose that additional data was located by Silmarilion (discussed in the Regression - Part 1 problem above) and used to run an additional regression analysis. This additional data includes other potential cost drivers that help explain/predict overhead costs.

The regression output is as follows:

Count = 16

R-squared = 0.801

Adjusted R-squared = 0.770

Coefficient

Std Error

t-value

p-value

Intercept

10,433

1,644

4.09

0.01

Labor hours

541

290

3.10

0.03

Machine hours

21

4

2.98

0.02

Units produced

4

3

1.01

0.11

Regression - Part 2 - Required

Assess the usefulness of this additional regression model in predicting overhead costs for a future month.

Provide clear reasoning using the elements of the regression output to support your answer.

(Note: You can provide your answer to this item in the provided textbox; also, feel free to show any supporting work here as well.)

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