MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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**Transcription and Explanation for Educational Use**

**Scenario Overview:**
Gary has discovered a new painting tool to help him in his work. He wants to determine if the tool reduces the time it takes to paint a room. Records from previous painting jobs before acquiring the tool show that it took him an average of 3.8 hours to paint each medium-sized room, with a standard deviation of 0.2 hours based on a random sample of 6 rooms. Using the new tool, Gary found that it took him an average of 3.4 hours, with a standard deviation of 0.3 hours, to paint a random sample of 8 medium-sized rooms. He wants to know if the mean painting time without the tool is greater than the mean painting time with the tool at a significance level of 0.05.

**Step 3 of 3: Decision and Interpretation**
Given the information above, the task is to draw a conclusion from a hypothesis test.

**Options for Conclusion:**

1. **Option 1:** 
   "We reject the null hypothesis and conclude that there is insufficient evidence at a 0.05 level of significance to support Gary’s claim that his mean time for painting a medium-sized room without using the tool is greater than his mean time when using the tool."

2. **Option 2:** 
   "We fail to reject the null hypothesis and conclude that there is sufficient evidence at a 0.05 level of significance to support Gary’s claim that his mean time for painting a medium-sized room without using the tool is greater than his mean time when using the tool."

3. **Option 3:** 
   "We fail to reject the null hypothesis and conclude that there is insufficient evidence at a 0.05 level of significance to support Gary’s claim that his mean time for painting a medium-sized room without using the tool is greater than his mean time when using the tool."

4. **Option 4:** 
   "We reject the null hypothesis and conclude that there is sufficient evidence at a 0.05 level of significance to support Gary’s claim that his mean time for painting a medium-sized room without using the tool is greater than his mean time when using the tool."

**Explanation:**
- **Rejecting the Null Hypothesis:** Suggests there is enough statistical evidence to support a claim.
- **Failing to Reject the Null Hypothesis:** Indicates there is not enough statistical evidence to support a claim.
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Transcribed Image Text:**Transcription and Explanation for Educational Use** **Scenario Overview:** Gary has discovered a new painting tool to help him in his work. He wants to determine if the tool reduces the time it takes to paint a room. Records from previous painting jobs before acquiring the tool show that it took him an average of 3.8 hours to paint each medium-sized room, with a standard deviation of 0.2 hours based on a random sample of 6 rooms. Using the new tool, Gary found that it took him an average of 3.4 hours, with a standard deviation of 0.3 hours, to paint a random sample of 8 medium-sized rooms. He wants to know if the mean painting time without the tool is greater than the mean painting time with the tool at a significance level of 0.05. **Step 3 of 3: Decision and Interpretation** Given the information above, the task is to draw a conclusion from a hypothesis test. **Options for Conclusion:** 1. **Option 1:** "We reject the null hypothesis and conclude that there is insufficient evidence at a 0.05 level of significance to support Gary’s claim that his mean time for painting a medium-sized room without using the tool is greater than his mean time when using the tool." 2. **Option 2:** "We fail to reject the null hypothesis and conclude that there is sufficient evidence at a 0.05 level of significance to support Gary’s claim that his mean time for painting a medium-sized room without using the tool is greater than his mean time when using the tool." 3. **Option 3:** "We fail to reject the null hypothesis and conclude that there is insufficient evidence at a 0.05 level of significance to support Gary’s claim that his mean time for painting a medium-sized room without using the tool is greater than his mean time when using the tool." 4. **Option 4:** "We reject the null hypothesis and conclude that there is sufficient evidence at a 0.05 level of significance to support Gary’s claim that his mean time for painting a medium-sized room without using the tool is greater than his mean time when using the tool." **Explanation:** - **Rejecting the Null Hypothesis:** Suggests there is enough statistical evidence to support a claim. - **Failing to Reject the Null Hypothesis:** Indicates there is not enough statistical evidence to support a claim.
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