In: Statistics and Probability
The age in weeks at which babies first crawl is assumed to be normally distributed. A survey of 15 mothers conducted by Essential Baby resulted in a sample standard deviation of s = 12 . A) In order to construct a 90% confidence interval, we must determine the values α/2 and (1 − α/2) . Determine the two values. B) Construct a 90% confidence interval for the population standard deviation of the age (in weeks) at which babies first crawl.
Solution :
Given that,
c = 0.90
s = 12
n = 15
A)
At 90% confidence level the
is ,
= 1 - 90% = 1 - 0.90 = 0.10
/ 2 = 0.10 / 2 = 0.05
/2,df =
0.05,14 = 23.68
and
1-
/2,df =
0.95,14 = 6.57
2L
=
2
/2,df
= 23.68
2R
=
21 -
/2,df = 6.57
B)
The 90% confidence interval for
is,
s
(n-1) /
/2,df <
< s
(n-1) /
1-
/2,df
12
( 15 - 1 ) / 23.68 <
< 12
( 15 - 1 ) / 6.57
9.23 <
< 17.52
( 9.23 , 17.52 )