Most production processes generate defectives. However, the percentage of defectives will usually
be kept as low as possible. To check the production process, random samples or products are
usually drawn and tested.
Consider a certain mass-produced item. Suppose that the production process yields at most 2%
defectives, at least when the process is what is termed ‘under control’. To check the quality of the
production process, 400 of the items are randomly selected each hour. If at most 9 defectives are
detected, then it is concluded that the process is, still under control and nothing is done. But if 10 or
more defectives are found, then it is concluded that the production process is, in the terminology,
‘out of control’, and the process is stopped and investigated. Below, p denotes the proportion of
defectives in the large hourly production and bp denotes the (random) sample proportion of the
defectives in an hourly sample of size 400
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