Statistical analysis can create a number of ethical challenges. Review the "Ethical Guidelines for Statistical Practice," "Statement on the Integration of Faith and Work," and the servant leadership and conscious capitalism study materials. Consider the principle of "do no harm" and how, through application of a Christian worldview perspective, ethical challenges related to sampling methods, treatment of outliers, selection of levels, or significance can be anticipated and addressed to ensure that statistical analysis is completed effectively, efficiently, and ethically.

Provide a 750-1,000 summary of the hypothesis tests and ethical issues related to statistical analysis. The summary should address the following:

1. Summary of the business scenario.
2. Definition of the variables and sources.
3. Rationale for the type of hypothesis tests used.
4. Null and alternative hypothesis.
5. Two hypothesis tests with results that include test statistic, critical value(s), and p-value.
6. Box plot visuals for each hypothesis test.
7. Interpretation of the statistical results of the hypothesis tests.
8. Discussion of potential ethical dilemmas associated with each hypothesis test, including explanation of how the principle of "do no harm" and a Christian worldview perspective could be applied to ensure the statistical analysis was completed ethically. Include discussion of how sampling methods, treatment of outliers, selection of levels, or significance, etc. should be addressed for ethical compliance.
9. Summary of the hypothesis testing results and how these can be applied to the specified business scenario.

 

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Upper Critical Value Pvalue Upper Tail Two Tail Critical Value P-value Two Tail 30,000 25,000 20,000 15,000 10,000 5,000 a Population Two Sample Variances Sample Size (nl or n2) count(range) Sample Mean (Meanl or Mean 2) maverage(range) Sample Variance (s, ors') -VARS(range) Highlight your H0 and Ha Hypothesized Differnce(a) Confidence Coefficient (Coe) Level of Sig. (alpha) a -1-Coe Degrees of Freedom (dfl er df2) malor2-1 Test Statistic F (on) -²²₂ Upper Tail Test Two Tail Test Box Plot for age and disability 1 Ag Olability 22 23505438.92 Two Tail Ho: o, - o. Ha: o, o, Left Tail Ho: ¹, 20¹ Ha: ¹₁ <¹ Right Tail Hoe se', Ha: 6²,> '₁ 0 0.95 0.05 21 2.6097 0.479803022 0.016471996 22 9006911.87 21 0.415180755 0.032943992 Do not reject, variance are equal Calculation Area FDIST Value for F-Stat 0.016471996 Mean Variance Observatic Pooled Vai Hypothesi -Test: Two-Sample Assuming Equal Variances df Stat P(T) t Critical of PT) Critical t 30.14352721 Age 2.702510482 10 33.226 0 20 42.5 48.72888889 20.54181818 8.184489987 0.0000 1.7247 0.0000 2.0860 Disability 22.3 12 Age 15,785 15,191 14,141 16,008 17,405 19,921 19,124 17,837 16,585 16,548 19,103 24,582 22,778 Disability 18,108 17,806 17,007 15,864 16,470 15,964 15,377 15,376 14,893 15,575 17,734 19,453 21,451 23,264 23,465 22,857 21,396 20,588 20,144 20,857 18,376 16,911 9,006,911.87 23,505,438.92 25,165 25,742 26,379 25,957 25,389 26,968 28,073 26,838 24,605 ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ Upper Critical Value Pvalue Upper Tail Two Tail Critical Value P-value Two Tail 30,000 25,000 20,000 15,000 10,000 5,000 a Population Two Sample Variances Sample Size (nl or n2) count(range) Sample Mean (Meanl or Mean 2) maverage(range) Sample Variance (s, ors') -VARS(range) Highlight your H0 and Ha Hypothesized Differnce(a) Confidence Coefficient (Coe) Level of Sig. (alpha) a -1-Coe Degrees of Freedom (dfl er df2) malor2-1 Test Statistic F (on) -²²₂ Upper Tail Test Two Tail Test Box Plot for age and disability 1 Ag Olability 22 23505438.92 Two Tail Ho: o, - o. Ha: o, o, Left Tail Ho: ¹, 20¹ Ha: ¹₁ <¹ Right Tail Hoe se', Ha: 6²,> '₁ 0 0.95 0.05 21 2.6097 0.479803022 0.016471996 22 9006911.87 21 0.415180755 0.032943992 Do not reject, variance are equal Calculation Area FDIST Value for F-Stat 0.016471996 Mean Variance Observatic Pooled Vai Hypothesi -Test: Two-Sample Assuming Equal Variances df Stat P(T) t Critical of PT) Critical t 30.14352721 Age 2.702510482 10 33.226 0 20 42.5 48.72888889 20.54181818 8.184489987 0.0000 1.7247 0.0000 2.0860 Disability 22.3 12 Age 15,785 15,191 14,141 16,008 17,405 19,921 19,124 17,837 16,585 16,548 19,103 24,582 22,778 Disability 18,108 17,806 17,007 15,864 16,470 15,964 15,377 15,376 14,893 15,575 17,734 19,453 21,451 23,264 23,465 22,857 21,396 20,588 20,144 20,857 18,376 16,911 9,006,911.87 23,505,438.92 25,165 25,742 26,379 25,957 25,389 26,968 28,073 26,838 24,605 ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬

Answer rating: 100% (QA)

Ethics and regulations are rules written or agreed upon to implement a certain activity so that no harm can occur to any party involved or not involved in this activity It seems that when there is any ... View the full answer