In: Statistics and Probability
True or False: The life in hours of a battery is known to be approximately normally distributed, with standard deviation of 15 hours. A random sample of 16 batteries has a mean life of 110 hours. Based on sampling results, there is sufficient evidence on this sample to support the claim that battery life exceeds 100 hours at α=0.05.
Solution:
It is TRUE
Given ,
claim : > 100
n = 16
= 110
= 15
Use = 0.05
Hypothesis are
H0 : = 100
H1 : > 110
b)The test statistic z is given by
z =
= (100 - 100) / (15/16)
= 2.67
Now , observe that ,there is > sign in H1. So , the test is right tailed.
p value = P(Z > 2.67)
= P(Z < -2.67)
= 0.0038 (use z table)
Since the p value is less than = 0.05 , we reject the null hypothesis.
There is sufficient evidence on this sample to support the claim that battery life exceeds 100 hours at α=0.05.
So , TRUE