In: Statistics and Probability
The daily intakes of milk (in ounces) for ten randomly selected people were:
26.0 13.0 13.5 14.8 19.1 13.6 21.6 30.8 15.8 14.1
Find a 99% confidence interval for the population variance. Assume that the distribution of ounces of milk intake daily is normally distributed.
What is the confidence interval?
lower limit =Incorrect answer:
and the upper limit =Incorrect answer:
ANSWER:
Given that,
The daily intakes of milk (in ounces) for ten randomly selected people were:
26.0 | 13.0 | 13.5 | 14.8 | 19.1 | 13.6 | 21.6 | 30.8 | 15.8 | 14.1 |
= x / n = (26.0+13.0+13.5+14.8+19.1+13.6+21.6+30.8+15.8+14.1) / 10 = 182.3/10 = 18.23
s^2 = (x-)^2 / (n-1)
= ((26.0-18.23)^2+(13.0-18.23)^2+(13.5-18.23)^2+(14.8-18.23)^2+(19.1-18.23)^2+(13.6-18.23)^2+(21.6-18.23)^2+(30.8-18.23)^2+(15.8-18.23)^2+(14.1-18.23)^2) / (10-1)
= (60.3729+27.3529+22.3729+11.7649+0.7569+21.4369+11.3569+158.0049+5.9049+17.0569) / (9)
= 336.381 /9
= 37.3757
Sample size = n = 10
Degree of freedom = df = n-1 = 10-1 = 9
c = 99% = 99/100 = 0.99
= 1-c = 1-0.99 = 0.01
/2 = 0.01/2 = 0.005
1-(/2 ) = 1-(0.01/2) = 0.995
Critical values,
= = 1.7349 and
= = 23.5893
Confidence interval
(n-1) / < < (n-1) /
(10-1)37.3757 / 23.5893< < (10-1)37.3757 / 1.7349
14.2599 < < 193.8909
The confidence interval is 14.2599 ounces < < 193.8909 ounces
lower limit =14.2599 ounces
upper limit =193.8909 ounces
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