Method of Least Squares, Developing and Using the Cost Formula
The method of least squares was used to develop a cost equation to predict the cost of receiving purchased parts at a video game manufacturer. Ninety-six data points from monthly data were used for the regression. The following computer output was received:
Intercept | 147,400 |
Slope | 210 |
The cost driver used was number of parts inspected.
Required:
1. What is the cost formula?
Total cost of receiving = $ + ( $ × )
2. Using the cost formula from Requirement 1, identify each of the following: independent variable, dependent variable, Variable rate per professional hour, and fixed cost per month.
Independent variable | ||
Dependent variable | ||
Variable rate per professional hour | per part inspected | |
Fixed cost per month |
3. Using the cost formula, predict the cost of receiving for a month in which 6,800 parts are inspected.
Total cost of receiving = $
(1) Cost Formula : Fixed Cost ( Intercept)+ No of Pieces Inspected X Variable Cost i.e. Slope
= $147400+$210*No of Parts Inspected
(2) Independent Varibale = slope i.e. cost of inspecting 1 part
Dependent Variable = Total Monthly Cost
Variable Rate per professional hour = 210 ( i.e. variable cost of inspecting 1 part) / number of hours taken in inspecting 1 part
Total Fixed Cost = 147400
(3) Cost of Receiving 6800 parts = 147400+210*6800= 1,575,400
where FC = 147400 , VC = 210 , No of parts = 6800
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