In: Statistics and Probability
A machine in the student lounge dispenses coffee. The average cup of coffee is supposed to contain 7.0 ounces. A random sample of eight cups of coffee from this machine show the average content to be 7.4 ounces with a standard deviation of 0.70 ounce. Do you think that the machine has slipped out of adjustment and that the average amount of coffee per cup is different from 7 ounces? Use a 5% level of significance. What is the value of the sample test statistic? (Round your answer to three decimal places.)
Solution :
Given that,
Population mean = = 7.0
Sample mean = = 7.4
Sample standard deviation = s = 0.70
Sample size = n = 8
Level of significance = = 0.05
This is a two tailed test.
The null and alternative hypothesis is,
Ho: 7.0
Ha: 7.0
The test statistics,
t = ( - )/ (s/)
= ( 7.4 - 7 ) / ( 0.70 / 8)
= 1.616
The value of the sample test statistic is 1.616
p-value = 0.1501
The p-value is p = 0.1501 > 0.05, it is concluded that the null hypothesis is fail to reject.
Conclusion:
It is concluded that the null hypothesis is fail to reject. Therefore there is not enough evidence to claim that the average
amount of coffee per cup is different from 7 ounces. at 0.05 significance level.