In: Statistics and Probability
The effectiveness of a blood-pressure drug is being investigated. An experimenter finds that, on average, the reduction in systolic blood pressure is 26.8 for a sample of size 29 and standard deviation 6.6. Estimate how much the drug will lower a typical patient's systolic blood pressure (using a 95% confidence level). Assume the data is from a normally distributed population.
Enter your answer as a tri-linear inequality accurate to three
decimal places.
____ < μ < _____
Solution :
Given that,
Point estimate = sample mean = = 26.8
sample standard deviation = s = 6.6
sample size = n = 29
Degrees of freedom = df = n - 1 = 29 - 1 = 28
At 95% confidence level the t is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
t /2,df = t0.025,28 = 2.048
Margin of error = E = t/2,df * (s /n)
= 2.048 * (6.6 / 29)
Margin of error = E = 2.510
The 95% confidence interval estimate of the population mean is,
- E < < + E
26.8 - 2.510 < < 26.8 + 2.510
24.290 < < 29.310