NEED STATISTICS HELP ASAP-Statistical Analysis Report
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. | ||||