NEED STATISTICS HELP ASAP-Statistical Analysis Report

profileMarcoPolo239
HM-Deliverable07-Spreadsheet.xlsx

Descriptive Statistics & C.I.

Patient # Infectious Disease Age Descriptive Statistics of Age
1 Yes 67 Mean 61.25
2 Yes 38 Median 62
3 Yes 58 Mode 52
4 Yes 52 Range 39
5 Yes 46 Standard Deviation 9.0696457801
6 Yes 61 Variance 82.2584745763
7 Yes 74
8 Yes 69 Confidence Interval for the Mean
9 Yes 67 Mean, µ = 61.25
10 Yes 70 Standard Deviation, σ = 9.0696457801
11 Yes 65 Sample Size, n = 60
12 Yes 69 Critical Value, z (α/2) = 1.9599639845
13 Yes 72 Margin of Error 2.2948948514
14 Yes 69 Lower Confidence Limit 58.9551051486
15 Yes 45 Upper Confidence Limit 63.5448948514
16 Yes 49
17 Yes 72
18 Yes 52
19 Yes 46
20 Yes 57
21 Yes 70
22 Yes 67
23 Yes 77
24 Yes 59
25 Yes 59
26 Yes 61
27 Yes 72
28 Yes 71
29 Yes 52
30 Yes 58
31 Yes 73
32 Yes 52
33 Yes 47
34 Yes 68
35 Yes 55
36 Yes 45
37 Yes 59
38 Yes 58
39 Yes 47
40 Yes 62
41 Yes 62
42 Yes 64
43 Yes 62
44 Yes 56
45 Yes 62
46 Yes 52
47 Yes 70
48 Yes 51
49 Yes 70
50 Yes 69
51 Yes 69
52 Yes 60
53 Yes 57
54 Yes 68
55 Yes 64
56 Yes 64
57 Yes 56
58 Yes 72
59 Yes 70
60 Yes 67

z-test

Null Hypothesis: H0: μ ≤ 60
Alternative Hypothesis: H1: μ > 60
Analysis Plan: As the sample size, n >> 30 and the population is normally distributed, we shall use z-test to test the given hypothesis.
As the alternative hypothesis is H1: μ > 60, the given test is an upper-tailed test.
Critical Value: Significance Level, α = 0.05
z - critical for lower-tailed z-test for α = 0.05 is given as: 1.644853627
Decision Rule: Reject H0, if z-statistic 1.644853627
Calculation of Test Statistic: Sample Size, n 60
Sample Mean, x 61.25
Standard Deviation, σ 9.0696457801
Hypothesized Mean, μ 60
Test Statistic, z = 1.0675674222
p-value: p-value 0.1428578427
Decision: Fail to reject H0.
Conclusion: There is no evidence to support the claim that the mean age of patients suffering from this disease is greater than 60 years, at α = 0.05 significance.