Math Problem Statement

A forester measured 35 of the trees in a large woods that is up for sale. He found a mean diameter of 10.7 inches and a standard deviation of 4.7 inches. Suppose that these trees provide an accurate description of the whole forest and that a Normal model applies. (a) Choose the correct Normal model for tree diameters. (b) What size would you expect the central 95% of all tree diameters to be? Using the 68-95-99.7 rule, the central 95% of the tree diameters are between ___ inches and ___ inches.

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:

  1. Mean ± σ (10.7 ± 4.7) = 6.0 to 15.4
  2. Mean ± 2σ (10.7 ± 2×4.7) = 1.3 to 20.1
  3. 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:

  1. What is the 68-95-99.7 rule, and how does it apply to Normal distributions?
  2. How would we calculate the probability of a tree diameter being less than 1 inch?
  3. How can we determine the percentage of tree diameters that are greater than 15 inches?
  4. What is the impact of a larger standard deviation on the shape of a Normal distribution?
  5. 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.

Ask a new question for Free

By Image

Drop file here or Click Here to upload

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