In: Statistics and Probability
Here are summary statistics for randomly selected weights of newborn girls: nequals177, x overbarequals33.4 hg, sequals6.4 hg. Construct a confidence interval estimate of the mean. Use a 99% confidence level. Are these results very different from the confidence interval 31.3 hgless thanmuless than35.1 hg with only 13 sample values, x overbarequals33.2 hg, and sequals2.2 hg?
Solution :
Given that,
= 33.4 hg
s = 6.4 hg
n = 177
Degrees of freedom = df = n - 1 = 177 - 1 = 176
At 99% confidence level the t is ,
= 1 - 99% = 1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
t /2,df = t0.005,176 = 2.604
Margin of error = E = t/2,df * (s /n)
= 2.604* ( 6.4/ 177)
= 1.25
The 95% confidence interval estimate of the population mean is,
- E < < + E
33.4 - 1.25 < < 33.4 + 1.25
32.15 < < 34.65
32.2 < < 34.7
(32.2,34.7)