In: Statistics and Probability
Here are summary statistics for randomly selected weights of newborn girls: nequals223, x overbarequals27.9 hg, sequals6.3 hg. Construct a confidence interval estimate of the mean. Use a 90% confidence level. Are these results very different from the confidence interval 26.4 hgless thanmuless than28.4 hg with only 16 sample values, x overbarequals27.4 hg, and sequals2.2 hg?
Solution :
Given that,
Point estimate = sample mean = = 27.9 hg
sample standard deviation = s = 6.3 hg
sample size = n = 223
Degrees of freedom = df = n - 1 = 223 - 1 = 222
At 90% confidence level
= 1 - 90%
=1 - 0.90 =0.10
/2
= 0.05
t/2,df
= t0.05,222 = 1.652
Margin of error = E = t/2,df * (s /n)
= 1.652 * ( 6.3 / 223)
Margin of error = E = 0.7
The 90% confidence interval estimate of the population mean is,
- E < < + E
27.9 - 0.7 < < 27.9 + 0.7
( 27.2 hg < < 28.6 hg )
Yes, because the confidence interval limits are not similar