Galarneau Inc. maintains a call center to take orders, answer questions, and handle complaints. The costs of the call center for a number of recent months are listed below: |
Calls Taken | Call Center Cost | ||||
February | 7,320 | $ | 79,358 | ||
March | 7,289 | $ | 79,167 | ||
April | 7,330 | $ | 79,424 | ||
May | 7,327 | $ | 79,386 | ||
June | 7,296 | $ | 79,221 | ||
July | 7,309 | $ | 79,292 | ||
August | 7,350 | $ | 79,537 | ||
September | 7,335 | $ | 79,449 | ||
Management believes that the cost of the call center is a mixed cost that depends on the number of calls taken. |
Required: |
Use Microsoft Excel to run a least-squares regression analysis on the above data, and estimate the variable cost per call and fixed cost per month using the least-squares regression method. (Round the "Variable cost" to 2 decimal places and the "Fixed cost" to the nearest dollar amount.) |
Variable cost | $ | per call |
Fixed cost | $ | per month |
As per least squares regression method, Y=a+b.X | ||||||
Where, | ||||||
a=Total fixed cost | ||||||
b=Unit variable cost | ||||||
b=(n?xy- ?x.?y)/[n?x^2-(?x)^2] | ||||||
a=(?y-b.?x)/n | ||||||
x=calls taken | ||||||
y=Call center cost | ||||||
x | Y | x^2 | xy | |||
7320 | 79358 | 53582400 | 580900560 | |||
7289 | 79167 | 53129521 | 577048263 | |||
7330 | 79424 | 53728900 | 582177920 | |||
7327 | 79386 | 53684929 | 581661222 | |||
7296 | 79221 | 53231616 | 577996416 | |||
7309 | 79292 | 53421481 | 579545228 | |||
7350 | 79537 | 54022500 | 584596950 | |||
7335 | 79449 | 53802225 | 582758415 | |||
58556 | 634834 | 428603572 | 4646684974 | |||
n=8 | ||||||
?x=58556 | ||||||
?y=634834 | ||||||
?x^2=428603572 | ||||||
?xy=37173339704 | ||||||
b=[(8*37173339704)-(58556*634834)]/[(8*428603572)-(58556)^2]=5.98 | ||||||
a=[634834-(5.98*58556)]/8=35583.64=35584 | ||||||
Variable cost per call=$ 5.98 | ||||||
Fixed cost per month=$ 35584 | ||||||
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