In: Statistics and Probability
A manufacturer claims that each bag of their chocolate covered pretzels contains at least 9 red chocolate covered pretzels. A sample of 25 bags of these pretzels yields an average of 8 red chocolate covered pretzels with a sample standard deviation of 0.7 .Test their claim at a 5% significance level. (State the null and alternative hypotheses. Be sure to clearly state the “rejection region” for the test, and state your conclusion in words.)
Solution:
This is a left (One) tailed test,
The null and alternative hypothesis is,
Ho: 9
Ha: 9
The test statistics,
t =( - )/ (s /n)
= ( 8 - 9 ) /( 0.7 / 25 )
= -7.143
Critical value of the significance level is α = 0.05, and the critical value for a two-tailed test is
= -1.711
Reject H0. if t < -1.711
Since it is observed that t = -7.143 < = -1.711, it is then concluded that the null hypothesis is rejected.
P-value = 0.000
The p-value is p = 0 < 0.05, it is concluded that the null hypothesis is rejected.
There is sufficient evidence to claims that each bag of their chocolate covered pretzels contains at least 9 red chocolate covered pretzels.