In: Statistics and Probability
A manufacturer of banana chips would like to know whether its bag filling machine works correctly at the 435 gram setting. It is believed that the machine is underfilling the bags. A 6 bag sample had a mean of 425 grams with a standard deviation of 14 . 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 = = 435
Sample mean = = 425
Sample standard deviation = s = 14
Sample size = n = 6
Level of significance = = 0.02
This is a two tailed test.
The null and alternative hypothesis is,
Ho: 435
Ha: 435
The test statistics,
t = ( - )/ (s/)
= ( 425 - 435 ) / ( 14 /6)
= - 1.750
Critical value of the significance level is α = 0.02, and the critical value for a two-tailed test is
= 3.365
df = n - 1 = 5
P- Value = 0.1406
The p-value is p = 0.1406 > 0.02, it is concluded that the null hypothesis is fails to reject.