Need to learn to work this out to take a test on it An elect
Need to learn to work this out to take a test on it:
An electrical contractor has concluded that the average home uses at least 500 yards of electrical wiring. In a sample of 45 homes, the mean amount of wiring is 545.3 yards with a standard deviation of 166.4 yards. a) At the 5% level of significance, do you agree with the contractor?
Solution
Formulating the null and alternative hypotheses,
Ho: u <= 500
Ha: u > 500
As we can see, this is a right tailed test.
Thus, getting the critical z, as alpha = 0.05 ,
alpha = 0.05
zcrit = + 1.644853627
Getting the test statistic, as
X = sample mean = 545.3
uo = hypothesized mean = 500
n = sample size = 45
s = standard deviation = 166.4
Thus, z = (X - uo) * sqrt(n) / s = 1.826211768
Also, the p value is
p = 0.033909185
Comparing z and zcrit (or, p and significance level), we REJECT THE NULL HYPOTHESIS.
I agree with the contractor. There is significant evidence that the average home uses at least 500 yards of electrical wiring. [conclusion]
