In: Statistics and Probability
A large national survey shows that the waiting times for fast food restaurants is approximately normally distributed with a mean of μ = 3.4 minutes and a standard deviation of σ = 0.6 minutes. A fast food outlet claims that their mean waiting time in line is less than 3.4 minutes. To test the claim, a random sample of 60 customers ia selected, and is found to have a mean of 3.3 minutes Use this sample data to test the fast food outlet's claim at a significance leve of α = 0.05. Show all 7 steps for p-value method.
Solution :
Given that ,
= 3.4
= 3.3
= 0.6
n = 60
Stap - 1. The null and alternative hypothesis is ,
H0 : = 3.4
Ha : < 3.4
2. This is the left tailed test .
Test statistic = z
= ( - ) / / n
= ( 3.3 - 3.4) / 0.6 / 60
= -1.29
3. The test statistic = -1.29
P - value = P (Z < -1.29 ) = 0.0985
4. P-value = 0.0985
= 0.05
0.0985 > 0.05
P-value >
5. The p - value ie greater than
6. Fail to reject the null hypothesis .
7. Conclusion :- Fail to reject the null hypothesis .There is not sufficient evidence to test the claim.