In: Statistics and Probability
The mean and standard deviation for the charge time of a random sample of 36 iPhones were found to be 23 and 2.5 hours respectively. Assuming that the charge time was normally distributed. A 99% confidence interval for the mean charge time is:
Select one:
a. 23 +/- 1.29
b. 23 +/- 1.40
c. 23 +/- 0.77
d. 23 +/- 1.14
e. 23 +/- 0.91
Solution :
Given that,
Point estimate = sample mean = = 23
sample standard deviation = s = 2.5
sample size = n = 36
Degrees of freedom = df = n - 1 = 36 - 1 = 35
At 99% confidence level the t is ,
= 1 - 99% = 1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
t /2,df = t0.005,35 = 2.724
At 99% confidence level of is
t/2,df * (s /n)
23 2.724 * (2.5 / 36)
23 1.14
option D. is correct