Can I get help with 20 please ### Hypothesis Testing Example**Problem:** 20) Perform a hypothesis test for the following scenario, making sure to include and label all five steps. Test the claim that the samples come from populations with the same mean. Use a 0.05 significance level.**Data Provided:**| Source | DF | SS | MS | F | p ||--------|----|------|-----|------|------|| Factor | 3 | 13.5 | 4.5 | 5.17 | 0.011|| Error | 16 | 13.925| 0.87| | || Total | 19 | 27.425| | | |**Explanation of Terms and table:**- **Source:** Refers to the factors (treatments) and error in the analysis.- **DF (Degrees of Freedom):** The number of values in the final calculation of a statistic that are free to vary.- **SS (Sum of Squares):** The sum of the squared deviations from the mean.- **MS (Mean Square):** The sum of squares divided by their respective degrees of freedom.- **F:** The F-statistic calculated for the hypothesis test.- **p:** The p-value associated with the F-statistic.**Steps for Hypothesis Testing:**1. **State the Hypotheses:** - **Null Hypothesis (H₀):** The population means are equal (μ₁ = μ₂ = μ₃ = μ₄). - **Alternative Hypothesis (H₁):** At least one population mean is different from the others.2. **Set the Significance Level:** - The significance level (α) is 0.05.3. **Calculate the Test Statistic:** - The given F-statistic is 5.17.4. **Determine the p-value:** - The p-value given is 0.011.5. **Make a Decision:** - If the p-value (0.011) is less than the significance level (0.05), we reject the null hypothesis H₀.**Conclusion:**Since the p-value (0.011) is less than the significance level (0.05), we reject the null hypothesis. This indicates that there is sufficient evidence to conclude that at least one of

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Math

Statistics

20) Do a hypothesis for the following, make sure to include and label all five steps: Test the claim the samples come from populations with the same mean. Use a .05 significance level. Source DF SS MS 4.5 Factor 13.5 5.17 0.011 Error 16 13.925 27.425 0.87 Total 19

20) Do a hypothesis for the following, make sure to include and label all five steps: Test the claim the samples come from populations with the same mean. Use a .05 significance level. Source DF SS MS 4.5 Factor 13.5 5.17 0.011 Error 16 13.925 27.425 0.87 Total 19

MATLAB: An Introduction with Applications

6th Edition

ISBN:9781119256830

Author:Amos Gilat

Publisher:Amos Gilat

Chapter1: Starting With Matlab

Section: Chapter Questions

Problem 1P

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