Shafts manufactured for use in optical storage devices have diameters that are normally distributed withmean 0.652 cm and standard deviation 0.003 cm. 30 shafts are selected at random from a large lot and measured, and then the sample standard deviation is computed. The specification for the shaft diameter is 0.650 0.004 cm. If the sample standard deviation

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Shafts manufactured for use in optical storage devices have diameters that are normally distributed

withmean 0.652 cm and standard deviation 0.003 cm. 30 shafts are selected at random

from a large lot and measured, and then the sample standard deviation is computed. The

specification for the shaft diameter is 0.650 0.004 cm. If the sample standard deviation

exceeds 0.004 cm the manufacturing process is reviewed. What is the probability of observing

a sample standard deviation greater than 0.004 cm even though the true standard deviation

is 0.003 cm? In other words, what is the probability that we are ‘unlucky’ enough to only

select enough ‘unacceptable’ shafts (and, therefore, conclude there is something wrong with

the manufacturing process) when, in fact, the actual standard deviation is acceptable and the

process does not need to be reviewed?

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