In: Statistics and Probability
$2.25 |
$2.41 |
$2.30 |
$2.55 |
$2.57 |
$2.65 |
$2.28 |
$2.42 |
$2.32 |
$2.59 |
$2.39 |
$2.64 |
$2.31 |
$2.43 |
$2.49 |
$2.60 |
$2.34 |
$2.79 |
$2.33 |
$2.45 |
$2.51 |
$2.61 |
$2.38 |
$2.59 |
$2.35 |
$2.47 |
$2.53 |
$2.63 |
$2.67 |
$2.73 |
$2.37 |
$2.48 |
$2.54 |
$2.52 |
$2.58 |
$2.56 |
Assume the alpha value is .05. Find the mean, standard deviation and confidence interval.
mean=sum(x)/n=89.63/36=2.4897
sd=sqrt(sum((x-mean)2)/n)=sqrt(0.6429/36)=0.1336
here sample size n=36 ( more than 30) so we use z-value to find the confidence interval
(1-alpha)*100% confidence interval for population mean=sample mean±z(alpha/2)*sd/sqrt(n)
95% confidence interval for population mean=sample mean±z(0.05/2)*sd/sqrt(n)=
=2.4897±1.96*0.1336/sqrt(36)=2.4897±0.0436=(2.4463, 2.5333)
|
following information has been generated using ms-excel
s.n. | x | x-2.4897 | (x-2.4898)2 |
1 | $2.25 | ($0.24) | 0.05745609 |
2 | $2.28 | ($0.21) | 0.04397409 |
3 | $2.31 | ($0.18) | 0.03229209 |
4 | $2.33 | ($0.16) | 0.02550409 |
5 | $2.35 | ($0.14) | 0.01951609 |
6 | $2.37 | ($0.12) | 0.01432809 |
7 | $2.41 | ($0.08) | 0.00635209 |
8 | $2.42 | ($0.07) | 0.00485809 |
9 | $2.43 | ($0.06) | 0.00356409 |
10 | $2.45 | ($0.04) | 0.00157609 |
11 | $2.47 | ($0.02) | 0.00038809 |
12 | $2.48 | ($0.01) | 9.409E-05 |
13 | $2.30 | ($0.19) | 0.03598609 |
14 | $2.32 | ($0.17) | 0.02879809 |
15 | $2.49 | $0.00 | 9E-08 |
16 | $2.51 | $0.02 | 0.00041209 |
17 | $2.53 | $0.04 | 0.00162409 |
18 | $2.54 | $0.05 | 0.00253009 |
19 | $2.55 | $0.06 | 0.00363609 |
20 | $2.59 | $0.10 | 0.01006009 |
21 | $2.60 | $0.11 | 0.01216609 |
22 | $2.61 | $0.12 | 0.01447209 |
23 | $2.63 | $0.14 | 0.01968409 |
24 | $2.52 | $0.03 | 0.00091809 |
25 | $2.57 | $0.08 | 0.00644809 |
26 | $2.39 | ($0.10) | 0.00994009 |
27 | $2.34 | ($0.15) | 0.02241009 |
28 | $2.38 | ($0.11) | 0.01203409 |
29 | $2.67 | $0.18 | 0.03250809 |
30 | $2.58 | $0.09 | 0.00815409 |
31 | $2.65 | $0.16 | 0.02569609 |
32 | $2.64 | $0.15 | 0.02259009 |
33 | $2.79 | $0.30 | 0.09018009 |
34 | $2.59 | $0.10 | 0.01006009 |
35 | $2.73 | $0.24 | 0.05774409 |
36 | $2.56 | $0.07 | 0.00494209 |
sum= | $89.6300 | $0.0008 | $0.6429 |
n= | $36.0000 | ||
mean= | $2.4897 | ||
sd= | $0.1336 |