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ment Help Save & E Che The Hard Rock Mining Company is developing cost formulas for management planning and decision making purposes. The companys cost analyst has concluded that utlities cost is a mixed cost, and he is attempting to find a base that correlates with the cost. The controller has suggested that tons mined might be a good base to use in developing a cost formula. The production superintendent disagrees; she thinks that direct labor-hours would be a better base. The cost analyst has decided to try both bases and has assembled the following information: Direct La Tons Mined Hours Quarter Year 1: Cost First Second Third Fourth 29,000 19,000 34,000 26,000 6,400 4,400 5,400 7,400 64,000 59,000 74,000 89,000 Year 2: 32,000 39,000 44,000 42,000 13,800 $132,000 12,800 $135,000 First Second Third Fourth 11,800 99,000 14,800 $140,000
2-b. Using the least-squares regression method. estimate the variable utilities cost per direct labor-hour and the total fixed utilities cost per quarter. Express these estimates in the form Ya a + bX. (Round the Variable cost to 2 decimal places and Fixed Cost to the nearest whole dollar amount.)
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Answer #1
Direct Labor Hour Utilities Cost
           4,400 $59,000
           5,400 $74,000
           6,400 $64,000
           7,400 $89,000
         11,800 $99,000
         12,800 $135,000
         13,800 $132,000
         14,800 $140,000
Using "Regression Tool of Data Analysis
Click "Data
Click "Data"Analysis
Input Y Range Utilities Cost
Input X Range Direct labor Hours
SUMMARY OUTPUT
Regression Statistics
Multiple R 0.957993
R Square 0.917751
Adjusted R Square 0.904043
Standard Error 10217.7
Observations 8
ANOVA
df SS MS F Significance F
Regression 1 6989591700 6.99E+09 66.94922 0.00018
Residual 6 626408299.9 1.04E+08
Total 7 7616000000
Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Intercept 25586.35 9672.251257 2.645335 0.038266 1919.199 49253.49 1919.199 49253.49
X Variable 1 7.647256 0.934615188 8.182251 0.00018 5.360335 9.934177 5.360335 9.934177
Intercept 25586.35
Fixed Cost $25,586
X Variable1 7.647256
Slope 7.647256
Variable Utilities Cost per Direct labor Hour $7.65
Y=a+bX
a= $25,586
b= $7.65
EQUATION;
Y = $25,586 +           7.65 X
Direct Labour Hour Utilities Cost Calculated Cost as per above regression Equation
           4,400 $59,000                            59,246
           5,400 $74,000                            66,896
           6,400 $64,000                            74,546
           7,400 $89,000                            82,196
         11,800 $99,000                          115,856
         12,800 $135,000                          123,506
         13,800 $132,000                          131,156
         14,800 $140,000                          138,806
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