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104. The Ottawa Company has traditionally estimated manufacturing overhead costs using
production volume. Some of the production managers believe that the number of set ups may also
have an impact on monthly manufacturing overhead costs. In order to investigate this possibility,
the company collected information on its monthly manufacturing overhead costs, production in
units, and number of setups for 2012.
Regression analysis results of the information presented above are as follows:
Ordinary regression:
Equation: $650,398 + $3.1061 × units
r-square: .707
Multiple regression:
Equation: $464,481 + $2.5356 × units + $11,631.6048 × lot size
r-square: .867
Required:
(a.) Use the results from the ordinary regression and estimate next month’s manufacturing
overhead costs, assuming the company is planning to produce 75,000 units. (final answer should
be rounded to the nearest whole dollar)
(b.) Use the results from the multiple regression and estimate the next month’s manufacturing
costs, assuming the company is planning to produce 75,000 units with an average lot size of 18.
(final answer should be rounded to the nearest whole dollar)
(c.) Comment on which regression seems to be more appropriate under these circumstances.
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