In: Statistics and Probability
Here are summary statistics for randomly selected weights of newborn girls: nequals 229, x overbar equals31.3 hg, sequels 7.1 hg. Construct a confidence interval estimate of the mean. Use a 90 % confidence level. Are these results very different from the confidence interval 30.3 hg less than mules than32.5 hg with only 20 sample values, x overbar equals31.4 hg, and sequels 2.8 hg? What is the confidence interval for the population mean mu ? Are the results between the two confidence intervals very different?
Solution :
Given that,
Point estimate = sample mean = = 31.3 hg
sample standard deviation = s = 7.1 hg
sample size = n = 229
Degrees of freedom = df = n - 1 = 229 - 1 = 228
At 90% confidence level
= 1 - 90%
=1 - 0.90 = 0.10
/2
= 0.05
t/2,df
= t0.05,228 = 1.652
Margin of error = E = t/2,df * (s /n)
= 1.652 * ( 7.1 / 229)
Margin of error = E = 0.8
The 90% confidence interval estimate of the population mean is,
- E < < + E
31.3 - 0.8 < < 31.3 + 0.8
30.5 hg < < 32.1 hg
Yes, because the confidence interval limits are not similar