Question

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...

$2.25

$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.

Solutions

Expert Solution

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)

n= 36
sample mean= 2.4897
sd= 0.1336
z-value margin of error lower limit upper limit
95% confidence interval 1.96 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

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