In: Statistics and Probability
Studies show that massage therapy has a variety of health benefits and it is not too expensive. A sample of 10 typical one-hour massage therapy sessions showed an average charge of $59. The population standard deviation for a one-hour session is σ = $5.50. Develop a 95% confidence interval for the mean cost of massage therapy sessions.
Solution :
Given that,
Point estimate = sample mean = = 59
Population standard deviation = = 5.50
Sample size n =10
At 95% confidence level the z is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
Z/2 = Z0.025 = 1.96 ( Using z table )
Margin of error = E = Z/2
* (
/n)
= 1.96* ( 5.50/ 10 )
= 3.4
At 95% confidence interval mean
is,
- E < < + E
59-3.4 , 59+3.4
(55.6 , 62.4)