In: Statistics and Probability
The body temperatures in degrees Fahrenheit of a sample of adults in one small town are:
99.2 | 98.8 | 96.4 | 99.9 | 96.3 | 97.4 | 99.3 | 98.4 | 98.1 | 97.9 | 98.7 | 98.5 | 96.6 |
Assume body temperatures of adults are normally distributed. Based
on this data, find the 95% confidence interval of the mean body
temperature of adults in the town. Enter your answer as an
open-interval (i.e., parentheses)
accurate to 3 decimal places. Assume the data is from a normally
distributed population.
95% C.I. = ________
ANSWER:
Given data,
99.2 | 98.8 | 96.4 | 99.9 | 96.3 | 97.4 | 99.3 | 98.4 | 98.1 | 97.9 | 98.7 | 98.5 | 96.6 |
Sample mean = = x / n = (99.2+98.8+96.4+99.9+96.3+97.4+99.3+98.4+98.1+97.9+98.7+98.5+96.6)/13 = 1275.5/13 = 98.1154
Sample standard deviation = s = sqrt( ( x -)^2/ (n-1))
= sqrt(((99.2-98.1154)^2+(98.8-98.1154)^2+(96.4-98.1154)^2+(99.9-98.1154)^2+(96.3-98.1154)^2+(97.4-98.1154)^2+(99.3-98.1154)^2+(98.4-98.1154)^2+(98.1-98.1154)^2+(97.9-98.1154)^2+(98.7-98.1154)^2+(98.5-98.1154)^2+(96.6-98.1154)^2)/(13-1)))
= 1.1509
c = 95% =95/100 = 0.95
= 1-c = 1-0.95 = 0.05
/2 = 0.05/2 = 0.025
df = n-1 = 13-1 = 12
Critical value :
t/2,df = t0.025,12 = 2.179
95% Confidence interval
t/2,df * (s/sqrt(n))
98.1154 2.179 * (1.1509/sqrt(13))
98.1154 0.69554
95% CI = ( 98.1154 - 0.69554 , 98.1154 + 0.69554 )
95% CI = ( 97.41986 , 98.81094 )
95% CI = ( 97.419 , 98.811 ) (Rounded to three decimal places)
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