Define each question as being or not being a statistical question and explain why. (75–150 words or 1–2 paragraphs)
Joan Horton is a building contractor whose company builds many homes every year. In planning for each job, Joan needs some idea about the direct labor hours per square foot required to build a home. She has collected sample information on the labor hours for 10 jobs during the past year. (300 words or 4 paragraphs)
Job |
1 |
2 |
3 |
4 |
5 |
6 |
7 |
8 |
9 |
10 |
Hours |
245 |
291 |
353 |
118 |
152 |
402 |
351 |
242 |
595 |
173 |
The weekly total of hours for the servers and the cooks for a small restaurant are listed below. Find the range, variance, and standard deviation for each set. Which set of data is more variable? (75–150 words or 1–2 paragraphs)
Week |
1 |
2 |
3 |
4 |
5 |
6 |
7 |
8 |
9 |
10 |
Servers |
823 |
837 |
858 |
791 |
812 |
814 |
832 |
862 |
833 |
826 |
Cooks |
752 |
764 |
754 |
774 |
771 |
745 |
736 |
816 |
792 |
793 |
Job | Hours |
1 | 245 |
2 | 291 |
3 | 353 |
4 | 118 |
5 | 152 |
6 | 402 |
7 | 351 |
8 | 242 |
9 | 595 |
10 | 173 |
mean | 292.2 |
median | 268 |
variance | 19984.18 |
standard deviation | 141.3654 |
Formulas in Excel
Job | Hours |
1 | 245 |
2 | 291 |
3 | 353 |
4 | 118 |
5 | 152 |
6 | 402 |
7 | 351 |
8 | 242 |
9 | 595 |
10 | 173 |
mean | =AVERAGE(B1:B11) |
median | =MEDIAN(B1:B11) |
variance | =VAR(B1:B11) |
standard deviation | =STDEV(B1:B11) |
Calculate the mean for this sample. How can Joan use this information?
= 292.2
Calculate the median from this sample. If Joan had to select the mean or the median as the estimate of direct labor hours, what factors about each statistic should she consider before making the decision?
median = 268
Calculate the sample variance and standard deviation. How can Joan use these values in planning future jobs?
sample variance = 19984.18
sample standard deviation = 141.3654
One of Joan’s competitors, J.M. Sawyer, has numbers claiming that his crews average 350 hours per square foot, with a standard deviation of 50. Sawyer further claims that his company is more consistent in direct labor hours applied to houses than Horton’s company. Who is right, and why?
There is sufficient evidence that Sawyer's company is more consistent in direct labor hours applied to houses than Horton’s company.
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