In: Statistics and Probability
Here are summary statistics for randomly selected weights of newborn girls: n=210, x =26.9 hg, s=6.1 hg. Construct a confidence interval estimate of the mean. Use a 90% confidence level. Are these results very different from the confidence interval 25.8 hg <ul <27.4 hg with only 16 sample values, x =26.6 hg, and s =1.9 hg?
Solution :
Given that,
Point estimate = sample mean = = 26.9
sample standard deviation = s = 6.1
sample size = n = 210
Degrees of freedom = df = n - 1 = 210 - 1 = 209
At 90% confidence level
= 1 - 90%
=1 - 0.90 =0.10
/2
= 0.05
t/2,df
= t0.05,209 = 1.652
Margin of error = E = t/2,df * (s /n)
= 1.652 * (6.1 / 210)
Margin of error = E = 0.7
The 99% confidence interval estimate of the population mean is,
- E < < + E
26.9 - 0.7 < < 26.9 + 0.7
( 26.2 < < 27.6 )