In: Statistics and Probability
Suppose you know that the IQ scores of all incoming freshman are
normally distributed with a standard deviation of 15. A simple
random sampple of 100 freshman was collected with a mean of 120.
Find a 90% confidence interval for the mean IQ score of all
incoming freshman. (round all values to three decimal places)
Does this sample satisfy the conditions for constructing a
confidence interval?
Select an answer Yes No Why do you keep asking these questions of
me?
What critical value is appropriate for this problem?
Select an answer critical t-value critical z-value
What is the value of the critical value? (just enter the
number)
What is the margin of error?
E=E=
State the 98% confidence interval. Round to one decimal
place.
<μ<<μ<
Solution :
Given that,
n = 100
= 120
s = 15
Note that, Population standard deviation() is unknown..So we use t distribution.
Our aim is to construct 90% confidence interval.
c = 0.90
= 1- c = 1- 0.90 = 0.10
/2 = 0.10 2 = 0.05
Also, d.f = n - 1 = 99
= = 0.05,99 = 1.66
( use t table or t calculator to find this value..)
The margin of error is given by
E = /2,d.f. * ( / n)
= 1.66* ( 15/ 100 )
E = 2.491
Now , confidence interval for mean() is given by:
( - E ) < < ( + E)
( 120 - 2.491 ) < < ( 120 + 2.491 )
117.509 < < 122.491
Required 90% confidence interval is ( 117.509 , 122.491 )