In: Statistics and Probability
Use the t-distribution to find a confidence interval for a mean
μ given the relevant sample results. Give the best point estimate
for μ, the margin of error, and the confidence interval. Assume the
results come from a random sample from a population that is
approximately normally distributed.
A 99% confidence interval for μ using the sample results x¯=49.7,
s=12.6, and n=10
Round your answer for the point estimate to one decimal place, and
your answers for the margin of error and the confidence interval to
two decimal places.
Point estimate =
Margin of Error=
The 99% confidence interval is:
Solution :
Given that,
n = 10
= 49.7
s = 12.6
Note that, Population standard deviation() is unknown..So we use t distribution.
Our aim is to construct 99% confidence interval.
c = 0.99
= 1 - c = 1 - 0.99 = 0.01
/2 = 0.01 2 = 0.005
Also, d.f = n - 1 = 9
= = 0.005,9 = 3.2
( use t table or t calculator to find this value..)
The margin of error is given by
E = /2,d.f. * ( / n )
= 3.2* ( 12.6/ 10 )
E = 12.75
Now , confidence interval for mean() is given by:
( - E ) < < ( + E)
( 49.7 - 12.75 ) < < ( 49.7 + 12.75 )
36.95 < < 62.45
Required.99% confidence interval is ( 36.95 , 62.45 )
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ta/2.d.f-
ta/2.n-1
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