A manufacturer of chocolate chips would like to know whether its bag filling machine works correctly at the 411 gram setting. It is believed that the machine is underfilling the bags. A 26 bag sample had a mean of 406 grams with a variance of 225. Assume the population is normally distributed. A level of significance of 0.02 will be used. Find the P-value of the test statistic. You may write the P-value as a range using interval notation, or as a decimal value rounded to four decimal places.
Solution :
Given that,
Population mean = = 411
Sample mean = = 406
Sample standard deviation = s = 15
Sample size = n = 26
Level of significance = = 0.02
This is a two tailed test.
The null and alternative hypothesis is,
Ho: 411
Ha: 411
The test statistics,
t = ( - )/ (s/)
= ( 406 - 411 ) / ( 15 / 26)
= -1.7
df = n - 1 = 25
P- Value = 0.1016
The p-value is p = 0.1016 > 0.02, it is concluded that the null hypothesis is fails to reject.
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