Question

Company X is trying to estimate future inspection fees based on prior experience. You (the accountant)...

Company X is trying to estimate future inspection fees based on prior experience. You (the accountant) requested and gathered from various managers the number of orders received each week,the average weight of each order, and the average cost of each order. You then compared this data to the actual inspection fees incurred. The data is summarized below:

Week Inspection Fees # orders received Size of order (lbs) Cost of order
Week 1 $57,600 219,379 889,114 $25,847
Week 2 $36,500 126,965 320,181 $12,748
Week 3 $40,500 197,583 700,000 $43,910
Week 4 $47,200 231,072 539,044 $9,421
Week 5 $54,700 255,388 677,425 $20,382
Week 6 $56,500 142,072 396,396 $16,329
Week 7 $39,500 151,618 468,812 $11,097
Week 8 $30,400 90,306 267,177 $10,190
Week 9 $20,000 72,718 187,030 $6,082
Week 10 $50,000 123,008 466,636 $16,723
Week 11 $30,000 126,341 135,045 $2,932
Week 12 $20,000 41,988 204,808 $4,202
Week 13 $42,900 155,783 576,713 $9,420
Week 14 $55,300 266,358 603,139 $19,635
Week 15 $28,000 46,367 211,147 $9,319
Total $609,100 2,246,946 6,642,667 $218,237
Per Week 40607 149796 442844 $14,549

Multiple Regression

Now you are really starting to have fun and before taking your new numbers to the boss you decide you can do even better. You decide to do multiple regression to see if you can get an
even better explanation of what is driving inspection fee costs. Run Multiple Regression on the two best variables.

Construct a new equation:________

Calculate a new estimate of week 16 inspection fees.

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