Carry out a hypothesis test for the conditions laid out in e
Carry out a hypothesis test for the conditions laid out in exercise 7 (copied below) for an observed X of 46.5. Is this statistically significant at alpha= 0.05?
(7: \"In exercise 3 you tested Ho:u=50 based on a sample of n=36 showing x=48.8. The population had a standard deviation of 7.5.)
Solution
Formulating the null and alternative hypotheses,
Ho: u = 50
Ha: u =/ 50
As we can see, this is a two tailed test.
Thus, getting the critical z, as alpha = 0.05 ,
alpha/2 = 0.025
zcrit = +/- 1.959963985
Getting the test statistic, as
X = sample mean = 46.5
uo = hypothesized mean = 50
n = sample size = 36
s = standard deviation = 7.5
Thus, z = (X - uo) * sqrt(n) / s = -2.8
Also, the p value is
p = 0.005110261
Comparing z and zcrit (or p < 0.05), we REJECT THE NULL HYPOTHESIS.
Thus, there is significant evidence that the mean is not 50. [CONCLUSION]
