In: Statistics and Probability
Here are summary statistics for randomly selected weights of newborn girls:
nequals=229,
x overbarxequals=28.8
hg,
sequals=7.7
hg. Construct a confidence interval estimate of the mean. Use a
95%
confidence level. Are these results very different from the confidence interval
26.8
hgless than<muμless than<30.2
hg with only
18
sample values,
x overbarxequals=28.5
hg, and
sequals=3.5
hg?
What is the confidence interval for the population mean
muμ?
nothing
hgless than<muμless than<nothing
hg (Round to one decimal place as need
Solution :
Given that,
Point estimate = sample mean = = 28.8 hg
sample standard deviation = s = 7.7 hg
sample size = n = 229
Degrees of freedom = df = n - 1 = 229 - 1 = 228
At 95% confidence level
= 1 - 95%
=1 - 0.95 =0.05
/2
= 0.025
t/2,df
= t0.025,228 = 1.970
Margin of error = E = t/2,df * (s /n)
= 1.970 * ( 7.7 / 229)
Margin of error = E = 1.0
The 95% confidence interval estimate of the population mean is,
- E < < + E
28.8 - 1.0 < < 28.8 + 1.0
( 27.8 hg < < 29.8 hg )
Yes, because the confidence interval limits are not similar