A purchase manager knows that the hardness of castings from any supplier is normally distributed with a mean of 20.25 and SD of 2.5. He picks up 100 samples of castings from any supplier who claims that his castings have heavier hardness and finds the mean hardness as 20.50. Test whether the claim of the supplier is tenable.
To test whether the claim of the supplier that their castings have heavier hardness is tenable, we will conduct a hypothesis test. The purchase manager is dealing with a normal distribution of casting hardness, with a known population mean (µ) of 20.25 and a standard deviation (σ) of 2.5. The manager takes a sample of 100 castings, and the sample mean hardness (x̄) is 20.50. We will test whether the sample mean is significantly different from the population mean.
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