You work at Little Caesar's, and check the weight of 60 cheese pizzas, discovering a sample Mean of 1446 grams, with sample STDEV of 13 grams. Assume Normality applies.
a. You want to ensure only about 0.74% of the total number cheese pizzas will be out of tolerance for cheese (Failing for too light and too heavy adds up to 0.74%). Where should you set the spec limits?
Solution:
We are given that the condition of normality applies for the given scenario.
We are given
Sample mean = Xbar = 1446
Sample standard deviation = S = 13
Sample size = n = 60
We are given
Both tails area for normal curve = 0.74% = 0.0074
Area at each side = 0.0074/2 = 0.0037
Z score for left side = -2.67829 (by using z-table)
Z score for right side = 2.67829 (by using z-table)
Specification limit = Mean + Z*SD
Lower specification limit = 1446 - 2.67829*13 = 1411.182
Upper specification limit = 1446 + 2.67829*13 = 1480.818
Specification limits should be set at 1411 grams and 1481 grams approximately.
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