Math Problem Statement
Solution
Let's go through each part of the question step-by-step.
Part (a)
The question asks us to choose the correct Normal model for the tree diameters.
Given:
- Mean diameter (μ) = 10.7 inches
- Standard deviation (σ) = 4.7 inches
Using the 68-95-99.7 rule:
- 68% of data falls within one standard deviation from the mean (μ ± σ).
- 95% of data falls within two standard deviations from the mean (μ ± 2σ).
- 99.7% of data falls within three standard deviations from the mean (μ ± 3σ).
Calculations:
- Mean ± σ (10.7 ± 4.7) = 6.0 to 15.4
- Mean ± 2σ (10.7 ± 2×4.7) = 1.3 to 20.1
- Mean ± 3σ (10.7 ± 3×4.7) = -3.4 to 24.8
Looking at the images provided:
- Model B is the correct one, as it has these ranges:
- 6.0 to 15.4 for 68%
- 1.3 to 20.1 for 95%
- -3.4 to 24.8 for 99.7%.
Part (b)
We need to find the range for the central 95% of tree diameters using the 68-95-99.7 rule.
For the central 95%, we consider μ ± 2σ:
- Mean ± 2σ = 10.7 ± 2×4.7
- Calculation:
- Lower bound: 10.7 - 9.4 = 1.3
- Upper bound: 10.7 + 9.4 = 20.1
So, the central 95% of tree diameters are expected to be between 1.3 inches and 20.1 inches.
Final Answers
- (a): Model B.
- (b): The central 95% of the tree diameters are between 1.3 inches and 20.1 inches.
Would you like further clarification on any part of this solution, or additional details?
Here are 5 related questions that expand on this topic:
- What is the 68-95-99.7 rule, and how does it apply to Normal distributions?
- How would we calculate the probability of a tree diameter being less than 1 inch?
- How can we determine the percentage of tree diameters that are greater than 15 inches?
- What is the impact of a larger standard deviation on the shape of a Normal distribution?
- If the mean diameter were to increase by 2 inches, how would that change the distribution?
Tip: When using the 68-95-99.7 rule, always confirm your calculations of ±σ, ±2σ, and ±3σ ranges carefully to match the context.
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Math Problem Analysis
Mathematical Concepts
Statistics
Normal Distribution
68-95-99.7 Rule
Formulas
Mean ± σ
Mean ± 2σ
Mean ± 3σ
Theorems
68-95-99.7 rule for Normal Distribution
Suitable Grade Level
Grades 10-12
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