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Engineering Probability and Inference Homework 3 A consumer product-testing organization wanted to compare the annual power consumption for five different brands of dehumidifier
Engineering Probability and Inference Homework 3
- A consumer product-testing organization wanted to compare the annual power consumption for five different brands of dehumidifier. The resulting power consumption data is below:
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Brand |
Power Consumption |
||||
|
1 |
685 |
792 |
838 |
875 |
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|
2 |
722 |
806 |
893 |
953 |
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|
3 |
733 |
802 |
880 |
941 |
|
|
4 |
811 |
888 |
952 |
1005 |
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|
5 |
828 |
920 |
978 |
1023 |
|
- Do the data provide sufficient evidence to indicate a difference in power consumption among the five brands? Use a significance level of 0.05. Construct the full ANOVA table.
- User Tukey’s W Procedure to determine which location means differ (if any) from which others, using a 0.05 level of significance.
- A study was carried out to compare the writing lifetimes of four premium brands of pens. Lifetimes are given below for the pens.
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Brand of Pen |
|
|
1 |
709, 559, 713, 726, 660, 545 |
|
2 |
668, 685, 722, 740, 692, 720 |
|
3 |
659, 685, 666, 684, 678, 750 |
|
4 |
789, 750, 804, 766, 786, 733 |
- Use a 0.01 significance level to test if the four brands have the same mean lifetimes. Construct the full ANOVA table.
- If we consider brand 1 as a control, use Dunnett’s procedure to test if the other three brands each differ from brand 1. Use a significance level of 0.01.
- Observations on axial stiffness from a study of metal-plate connected trusses were taken on five different plate lengths. Use the Kruskal-Wallis test and a significance level of 0.01 to test if the axial stiffness depends on plate length. Then use the Kruskal-Wallis Multiple-Comparison procedure to test for differences in the paired mean ranks. Use a 0.01 significance level for these comparisons as well.
|
Plate Length |
Axial Stiffness |
||||||
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4” |
309.2 |
309.7 |
311.0 |
316.8 |
326.5 |
326.5 |
409.5 |
|
6” |
331.0 |
347.2 |
348.9 |
361.0 |
381.7 |
402.1 |
404.5 |
|
8” |
351.0 |
357.1 |
366.2 |
367.3 |
382.0 |
392.4 |
409.9 |
|
10” |
346.7 |
362.6 |
384.2 |
410.6 |
433.1 |
452.9 |
461.4 |
|
12” |
407.4 |
410.7 |
419.9 |
441.2 |
441.8 |
465.8 |
473.4 |
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