Math Problem Statement

Which has the larger standard deviation?

What are the mean curves of each of these figures?

Which has the larger standard deviation?

Solution

To determine which figure has a larger standard deviation, we need to examine how spread out the curves are. The standard deviation of a normal distribution describes how wide the distribution is, or how far the data typically falls from the mean.

  1. Figure (a) is more spread out, ranging from approximately 9 to 21, with the mean around 15.
  2. Figure (b) is narrower, with values ranging from around 3 to 9, and a mean around 6.

Since figure (a) is more spread out (it covers a larger range), it has a larger standard deviation compared to figure (b), which is more concentrated around the mean.

Means of the Figures:

  • The mean for figure (a) is approximately 15, as indicated by the peak of the curve.
  • The mean for figure (b) is approximately 6, also indicated by the peak.

Conclusion:

  • Figure (a) has the larger standard deviation.
  • The means are:
    • For figure (a): 15
    • For figure (b): 6

Would you like more details on standard deviation and its role in normal distributions?

Further Questions:

  1. How does the shape of a normal distribution change as the standard deviation increases?
  2. What is the relationship between the mean and standard deviation in a normal distribution?
  3. Can two distributions have the same mean but different standard deviations? Explain with examples.
  4. How does the empirical rule (68-95-99.7 rule) relate to standard deviation?
  5. How can we calculate the exact standard deviation from the given graphs?

Tip: The larger the standard deviation, the flatter and wider the normal distribution curve becomes.

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Math Problem Analysis

Mathematical Concepts

Statistics
Standard Deviation
Normal Distribution

Formulas

Standard deviation: σ = sqrt((Σ(x - μ)^2) / N)

Theorems

68-95-99.7 Rule (Empirical Rule)

Suitable Grade Level

Grades 10-12