In: Statistics and Probability
A health care professional wants to determine whether
individuals with hypertension who take Atenolol have significantly
lower systolic blood pressure than individuals with hypertension
who do not take Atenolol. For individuals who have not been
prescribed Atenolol, the population systolic blood pressure mean is
165 (µ = 165). The 30 individuals who take Atenolol have an average
systolic blood pressure of 180, with a sample standard deviation of
6. On the basis of these data, can the researcher conclude that the
Atenolol significantly lowers systolic blood pressure?
Calculate the 95% confidence interval
The mean you will use for this calculation is:
Solution :
Given that,
Point estimate = sample mean = = 180
sample standard deviation = s = 6
sample size = n = 30
Degrees of freedom = df = n - 1 = 29
At 95% confidence level the t is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
t /2,df = t0.025,24 = 2.045
Margin of error = E = t/2,df * (s /n)
= 2.045* (6 / 30)
= 2.240
The 95% confidence interval estimate of the population mean is,
- E < < + E
180 - 2.240 < < 180 + 2.240
177.760 < < 182.240
(177.760 , 182.240)
The mean you will use for this calculation is: 180.