The bag of snack cheese puffs claims the weight of the contents is 11 ounces. The quality control officer tests this with a sample of 8 bags of cheese puffs and finds their weights to be the following 11.8, 8.6, 12.6, 7.9, 6.4, 10.4, 13.6, and 9.1 ounces. Test the claim with a level of significance of 0.01 (assume the population is normally distributed) :
a) write Ho and Ha and identify which is the claim
b) identify whether its left, right or two tailed
c) write the p-value
d) decide whether to reject or fail to reject the null hypothesis
e) interpret the final decision in the context of the original claim.
Solution:
Part a
Here, we have to use one sample t test for the population mean.
The null and alternative hypotheses are given as below:
Null hypothesis: H0: the weight of the contents is 11 ounces.
Alternative hypothesis: Ha: the weight of the contents is not 11 ounces.
H0: µ = 11 versus Ha: µ ≠ 11
Part b
This is a two tailed test.
Part c
The test statistic formula is given as below:
t = (Xbar - µ)/[S/sqrt(n)]
From given data, we have
µ = 11
Xbar = 10.05
S = 2.485385857
n = 8
df = n – 1 = 7
α = 0.01
Critical value = - 3.4995 and 3.4995
(by using t-table or excel)
t = (10.05 – 11)/[ 2.485385857/sqrt(8)]
t = -1.0811
P-value = 0.3155
(by using t-table)
Part d
P-value > α = 0.01
So, we do not reject the null hypothesis
Part e
There is sufficient evidence to conclude that the weight of the contents is 11 ounces.
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