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Normal Distribution Mastery Quiz

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1. Which of the following best describes a normal distribution?

2. What parameter is NOT directly associated with a normal distribution?

3. What is the probability of a random variable falling within one standard deviation of the mean in a standard normal distribution?

4. Which of the following is NOT true about the standard normal distribution?

5. In the context of normal distribution, what does a Z-score represent?

6. What does the 68-95-99.7 rule associated with the normal distribution state?

7. Which of the following is an application of the normal distribution in real life?

8. Why is the normal distribution often used in statistical analyses?

9. Which of the following conditions must be met for a dataset to perfectly fit a normal distribution?

10. What is the significance of the central limit theorem in relation to the normal distribution?