The government of an impoverished country reports the mean a
The government of an impoverished country reports the mean age at death among those who have survived to adulthood as 66.2 years. A relief agency examines 30 randomly selected deaths and obtains a mean of 62.3 years with standard deviation 8.1 years. Test whether the agency’s data support the alternative hypothesis, at the 1% level of significance, that the population mean is less than 66.2.
Solution
Formulating the null and alternative hypotheses,
Ho: u >= 66.2
Ha: u < 66.2
As we can see, this is a left tailed test.
Thus, getting the critical z, as alpha = 0.01 ,
alpha = 0.01
zcrit = - 2.326347874
Getting the test statistic, as
X = sample mean = 62.3
uo = hypothesized mean = 66.2
n = sample size = 30
s = standard deviation = 8.1
Thus, z = (X - uo) * sqrt(n) / s = -2.637182684
Also, the p value is
p = 0.00417989
Comparing |z| > 2.326, (or, p < 0.01), we REJECT THE NULL HYPOTHESIS.
Thus, there is significant evidence that population mean is less than 66.2. [CONCLUSION]
