Consider a scenario where a Type I error is less severe than a Type II error. Pick the most reasonable value for а. O 0.01 O 0.05 O 0.10 O 0.95

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Chapter1: Starting With Matlab
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**Question:**

Consider a scenario where a Type I error is less severe than a Type II error. Pick the most reasonable value for α.

- 0.01
- 0.05
- 0.10
- 0.95

**Explanation:**

This question presents a scenario in which the consequences of a Type I error (false positive) are considered less severe than those of a Type II error (false negative). In such cases, one might choose a higher significance level (α) to reduce the chance of a Type II error by increasing the chance of a Type I error.

**Options:**

1. **0.01:** A conservative choice, minimizing Type I errors but potentially increasing Type II errors.
2. **0.05:** A standard choice in many studies, balancing Type I and Type II errors.
3. **0.10:** A reasonable choice when Type I errors are less concerning, as it reduces the likelihood of Type II errors.
4. **0.95:** Typically not used for α, as it would lead to a very high chance of a Type I error.

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Transcribed Image Text:**Question:** Consider a scenario where a Type I error is less severe than a Type II error. Pick the most reasonable value for α. - 0.01 - 0.05 - 0.10 - 0.95 **Explanation:** This question presents a scenario in which the consequences of a Type I error (false positive) are considered less severe than those of a Type II error (false negative). In such cases, one might choose a higher significance level (α) to reduce the chance of a Type II error by increasing the chance of a Type I error. **Options:** 1. **0.01:** A conservative choice, minimizing Type I errors but potentially increasing Type II errors. 2. **0.05:** A standard choice in many studies, balancing Type I and Type II errors. 3. **0.10:** A reasonable choice when Type I errors are less concerning, as it reduces the likelihood of Type II errors. 4. **0.95:** Typically not used for α, as it would lead to a very high chance of a Type I error. **Submit Question:** A button labeled "Submit Question" suggests this is an interactive exercise where you can select an option and submit your answer.
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