In: Math
The following data were drawn from a normal population. Find a 98.4% confidence interval for the mean.
7 21 20 8 14 12 18 14 9 23
Solution:
Given that,
x | dx = x -A, A = 15 | dx2 |
7 | -8 | 64 |
21 | 6 | 36 |
20 | 5 | 25 |
8 | -6 | 36 |
14 | -1 | 1 |
12 | -3 | 9 |
18 | 3 | 9 |
14 | -1 | 1 |
9 | -6 | 36 |
23 | 8 | 64 |
x = 146 | dx = - 4 | dx2 = 294 |
a ) The sample mean is
Mean = ( x/ n)
= (7 + 21+ 20+ 8 +14 +12 +18 +14 +9 +23 / 10 )
= 146 /10
= 14.6
Mean = 14.6
The population standard deviation is
= ( dx2 ) - (( dx )2 / n ) / n )
= ( 294 ( ( - 4 )2 / 10 ) / 10
= ( 294 -1.6 / 10 )
= (292.4 / 10 )
= 29.24
= 5.4
The population standard deviation is = 5.4
= 14.6
= 5.4
n = 10
At 98.4% confidence level the z is ,
= 1 - 98.4% = 1 - 0.984 = 0.016
/ 2 = 0.016 / 2 = 0.008
Z/2 = Z0.008 = 2.409
Margin of error = E = Z/2* (/n)
= 2.409 * (5.4 / 10 )
= 4.1
At 98.4% confidence interval estimate of the population mean is,
- E < < + E
14.6- 4.1 < < 14.6 + 4.1
10.5 < < 18.7
(10.5,18.7 )