In: Statistics and Probability
Studies show that massage therapy has a variety of health benefits and it is not too expensive. A sample of 11 typical one-hour massage therapy sessions showed an average charge of 59. The population standard deviation for a one-hour session is 5. What assumptions about the population should we be willing to make if a margin of error is desired? Using 95% confidence, what is the margin of error ( 2 decimals)? Using 99% confidence, what is the margin of error (2 decimals)?
Solution :
Given that,
= 59
= 8.8
n = 11
A ) At 95% confidence level the z is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
Z/2 = Z0.025 = 1.960
Margin of error = E = Z/2* (/n)
= 1.960 * ( 5 / 11 )
= 2.95
Margin of error = E = 2.95
B ) 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
Margin of error = E = Z/2* (/n)
= 2.576 * ( 5 / 11 )
= 3.88
Margin of error = E = 3.88