Math Problem Statement
Which has the larger standard deviation?
What are the mean curves of each of these figures?
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.
- Figure (a) is more spread out, ranging from approximately 9 to 21, with the mean around 15.
- 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:
- How does the shape of a normal distribution change as the standard deviation increases?
- What is the relationship between the mean and standard deviation in a normal distribution?
- Can two distributions have the same mean but different standard deviations? Explain with examples.
- How does the empirical rule (68-95-99.7 rule) relate to standard deviation?
- 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
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