Question
One hundred and twenty measurements of the dimension of a manufactured part for an automobile were taken from a controlled process. The data has been
One hundred and twenty measurements of the dimension of a manufactured part for an automobile were taken from a controlled process. The data has been collected below.
Process Capability Analysis | ||||||||||||||||
Process Capability | ||||||||||||||||
DATA | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | Nominal specification | 10.9 | ||
1 | 11.000 | 11.000 | 10.800 | 10.750 | 10.900 | 10.850 | 11.100 | 11.000 | 10.900 | 11.100 | 10.700 | 10.750 | Upper specification limit | 11.1 | ||
2 | 10.850 | 11.000 | 10.950 | 10.700 | 11.000 | 10.700 | 10.750 | 10.700 | 10.950 | 11.050 | 11.000 | 10.800 | Lower specification limit | 10.7 | ||
3 | 10.700 | 10.950 | 11.050 | 11.100 | 10.800 | 10.900 | 10.850 | 10.750 | 10.900 | 10.850 | 11.000 | 11.050 | ||||
4 | 10.750 | 10.850 | 10.950 | 11.050 | 10.950 | 10.800 | 10.700 | 11.000 | 10.900 | 10.950 | 11.000 | 11.050 | Average | |||
5 | 11.100 | 11.050 | 11.000 | 11.050 | 10.750 | 10.900 | 10.900 | 11.000 | 10.700 | 11.050 | 11.000 | 10.750 | Standard deviation | |||
6 | 10.900 | 10.900 | 11.100 | 11.000 | 10.700 | 10.850 | 11.100 | 10.800 | 11.100 | 10.800 | 10.700 | 11.100 | Cp | |||
7 | 11.050 | 11.100 | 11.050 | 10.700 | 10.750 | 11.000 | 10.700 | 10.700 | 11.000 | 10.800 | 10.750 | 10.850 | Cpl | |||
8 | 10.800 | 11.050 | 10.950 | 11.000 | 11.100 | 10.800 | 10.850 | 10.850 | 10.850 | 10.950 | 10.900 | 10.750 | Cpu | |||
9 | 10.950 | 11.100 | 10.900 | 10.700 | 11.000 | 11.000 | 10.850 | 10.950 | 10.800 | 10.950 | 11.100 | 10.950 | Cpk | |||
10 | 10.850 | 10.800 | 11.100 | 11.000 | 11.100 | 10.850 | 10.750 | 11.100 | 10.750 | 11.000 | 10.800 | 10.950 | ||||
Frequency Distribution and Histogram | ||||||||||||||||
Use the area below to construct a histogram. | ||||||||||||||||
Number of Cells | 10 | |||||||||||||||
Lower limit | 10.650 | |||||||||||||||
Upper limit | 11.150 | |||||||||||||||
Cell width | ||||||||||||||||
Data Minimum | ||||||||||||||||
Data Maximum | ||||||||||||||||
Cell | From | To (inclusive) | ||||||||||||||
-Infinity | ||||||||||||||||
1 | ||||||||||||||||
2 | ||||||||||||||||
3 | ||||||||||||||||
4 | ||||||||||||||||
5 | ||||||||||||||||
6 | ||||||||||||||||
7 | ||||||||||||||||
8 | ||||||||||||||||
9 | ||||||||||||||||
10 |
Questions
1. Calculate the average of the data. Round your answer to four decimal places.
2. Calculate the standard deviation of the data. Round your answer to four decimal places.
3. Calculate the process capability index. Round your answer to five decimal places. Do not round intermediate calculations.
4. Calculate the lower one-sided capability index. Round your answer to five decimal places. Do not round intermediate calculations.
5. Calculate the upper one-sided capability index. Round your answer to five decimal places. Do not round intermediate calculations.
6. Find the smallest one-sided capability index. Round your answer to five decimal places. Do not round intermediate calculations.
7. Find the minimum and maximum of the data. Round your answers to three decimal places.
8. Construct the frequency distribution for the data. For calculating the cell width assume 10 cells, the lower limit of 10.65 inches and upper limit of 11.15 inches. Round your answers for interval boundaries to two decimal places and round your answers for frequencies to the nearest whole number.
Cell | From | To (inclusive) | Frequency |
-Infinity | |||
1 | |||
2 | |||
3 | |||
4 | |||
5 | |||
6 | |||
7 | |||
8 | |||
9 | |||
10 |
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