The file ‘birthweight’ contains the weights (in grams) of a random sample of 100
ID: 3260313 • Letter: T
Question
The file ‘birthweight’ contains the weights (in grams) of a random sample of 100 full-term babies born in the U.S. Use this dataset to calculate the following, the sample mean is 3451.2 and the sample standard deviation is 724.0019
the sample mean
the sample standard deviation
a point estimate for the mean weight of all full-term babies born in the U.S.
a 90% confidence interval for the mean weight of all full-term babies born in the U.S.
a 95% confidence interval for the mean weight of all full-term babies born in the U.S.
a 99% confidence interval for the mean weight of all full-term babies born in the U.S.
What happens to the width of the confidence interval as the confidence level increases from
90% to 95% to 99%? (Does it get wider or narrower?)
Explanation / Answer
sample mean=3451.2
sample standard deviation =724.0019
point estimate for the mean weight =3451.2
std error of mean =std deviation/(n)1/2 =724.0019/(100)1/2 =72.40019
for 90% CI and (n-1=99) degree of freedom ; t=1.6604
therefore 90% confidence interval for the mean weight=point estimate -/+ t*std error =3330.9874 ; 3571.4126
for 95% CI and (n-1=99) degree of freedom ; t=1.9842
therefore 95% confidence interval for the mean weight=point estimate -/+ t*std error =3307.5423 ; 3594.8577
for 99% CI and (n-1=99) degree of freedom ; t=2.6264
therefore 99% confidence interval for the mean weight=point estimate -/+ t*std error =3261.0477 ; 3641.3523
width of the confidence interval gets wider as the confidence level increases from 90% to 95% to 99%
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