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You have just been hired as a consultant to a large manufacturing company of sodas, and have decided to use your new MBA skills to

You have just been hired as a consultant to a large manufacturing company of sodas, and have decided to use your new MBA skills to make a recommendation
to management on what should be the cost driver(s) for estimating the monthly overhead cost for one of the plants that manufactures this drink outside the United States.

Volume of liquid produced hectoliters Water used in hectoliters Number of Batches Total Overhead costs for the plant
890 6,005 54 $57,266
980 6,588 58 61,020
1,094 7,336 65 64,622
1,212 8,002 73 68,630
1,262 8,435 75 70,653
1,494 9,940 89 79,927
1,557 10,420 95 82,867
1,528 10,326 94 81,748
1,215 8,284 72 68,819
1,145 7,746 69 66,375
1,072 7,168 64 63,767
1,032 6,933 62 62,545
872 5,902 50 56,837
1,006 6,759 60 61,298

Assuming the following level of cost-driver volume for the month, what is the estimated

volume of liquid produced 1499

Water used 10299

Number of Batches 92

Volume of liquid produced to estimate overhead cost 80140.42

Please help find following use the simple regression output to cell reference
and used the intercept as the fixed cost
and the X variable as the variable cost.

Water used ?

Number of Batches ?

Multiple regression ?

Using the simple and multiple regression analyses analysis you performed, what independent variable(s) would you recommend
to estimate the Overhead Costs? Why? You need to provide and discuss the specific R-squared provided in your analysis for each independent variable and multiple variables.
Your response must be a detailed recommendation of why you provided that recommendation and include a discussion of the R-Squared along with providing the specific R-squared results.

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