In: Statistics and Probability
1a. A medical stats class is interested in the mean pulse rate of "senior citizens". How many individuals are required to estimate the pulse rate with 99% confidence that the mean is within 2 beats per minute of the population mean. Based on 200 NIH data, assume a standard deviation of 12.5 beats per minute.
b. Recent data suggests the standard deviation is closer to 17 bpm. How does a 99% CI with this standard deviation compare to (a) above?
Solution :
Given that,
a)
Population standard deviation = = 12.5
Margin of error = E = 2
At 99% confidence level the z is ,
= 1 - 99% = 1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
Z/2 = Z0.005 = 2.576
sample size = n = (Z/2* / E) 2
n = (2.576 * 12.5/ 2)2
n = 259.21
n = 260
Sample size = 260
b)
Population standard deviation = = 17
Margin of error = E = 2
At 99% confidence level the z is ,
= 1 - 99% = 1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
Z/2 = Z0.005 = 2.576
sample size = n = (Z/2* / E) 2
n = (2.576 * 17/ 2)2
n = 479.43
n = 480
Sample size = 480