Decide which of the following statements are true. Answer Tables Keyboa The inflection points for any normal distribution are three standard deviations on either side of the mean. The mean of a normal distribution is always 0. The total area under a normal distribution curve with a standard deviation of 4 is the same as the area under a normal distribution curve with a standard dew 12. O Normal distributions are always symmetric and bell-shaped.

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### Understanding Normal Distributions

Review the statements below to decide which are true regarding normal distributions.

#### Answer:

1. The inflection points for any normal distribution are three standard deviations on either side of the mean.

2. The mean of a normal distribution is always 0.

3. The total area under a normal distribution curve with a standard deviation of 4 is the same as the area under a normal distribution curve with a standard deviation of 12.

4. Normal distributions are always symmetric and bell-shaped.

**Explanation:**

- **Inflection Points:** The inflection points of a normal distribution occur at one standard deviation from the mean, not three.
  
- **Mean of Distribution:** The mean of a normal distribution can be any value. It is not always 0. However, it is often 0 in a standardized normal distribution.
  
- **Area Under the Curve:** Regardless of the standard deviation, the total area under any normal distribution curve is always 1, as it represents the probability of all possible outcomes.

- **Symmetry and Shape:** Normal distributions are indeed symmetric and have a characteristic bell shape.

By verifying these properties, you strengthen your understanding of how normal distributions function in statistical analyses.
Transcribed Image Text:### Understanding Normal Distributions Review the statements below to decide which are true regarding normal distributions. #### Answer: 1. The inflection points for any normal distribution are three standard deviations on either side of the mean. 2. The mean of a normal distribution is always 0. 3. The total area under a normal distribution curve with a standard deviation of 4 is the same as the area under a normal distribution curve with a standard deviation of 12. 4. Normal distributions are always symmetric and bell-shaped. **Explanation:** - **Inflection Points:** The inflection points of a normal distribution occur at one standard deviation from the mean, not three. - **Mean of Distribution:** The mean of a normal distribution can be any value. It is not always 0. However, it is often 0 in a standardized normal distribution. - **Area Under the Curve:** Regardless of the standard deviation, the total area under any normal distribution curve is always 1, as it represents the probability of all possible outcomes. - **Symmetry and Shape:** Normal distributions are indeed symmetric and have a characteristic bell shape. By verifying these properties, you strengthen your understanding of how normal distributions function in statistical analyses.
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