A soup company fills cans of soup with ?=10.5 oz, and ?=1.2 oz. A random sample of 31 cans from the production line are weighed and found to have an average weight of 10.1 oz. With ?=0.05, is there evidence to support the claim that the average weight differs from 10.5 oz?
Answer:
Given,
x = 10.1
standard deviation = 1.2
sample n = 31
mean = 10.5
significance level = 0.05
Null hypothesis Ho : u = 10.5
Alternative hypothesis Ha : u != 10.5
consider,
test statistic z = (x - u)/(s/sqrt(n))
substitute values
= (10.1 - 10.5)/(1.2/sqrt(31))
z = - 1.86
Here it is a two tailed test
P value = 2*P(z < - 1.86)
= 0.0628855 [since from z table]
= 0.0629
Here observe that, p value > 0.05 so we fail to reject Ho. So there no sufficient evidence.
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