Math Problem Statement
The DBHs (Diameters at Breast Height) of the trees in Question 1 (Douglas-firs and Hemlocks taken together) are normally distributed with an average of 20 cm and a standard deviation of 5 cm. What is the probability that the researcher will select a tree that is less 15 cm in diameter?
Solution
To find the probability that a randomly selected tree has a DBH less than 15 cm, we use the normal distribution with:
- Mean () = 20 cm
- Standard deviation () = 5 cm
We seek the probability , where represents the DBH of the trees.
Step-by-Step Solution
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Convert the DBH of 15 cm to a z-score:
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Find the probability corresponding to : From standard normal distribution tables or using a calculator, we find:
Conclusion
The probability that the researcher will select a tree with a DBH less than 15 cm is approximately 0.1587, or 15.87%.
Would you like a more detailed breakdown or have further questions?
Here are some related questions you might find useful:
- What is the probability of selecting a tree with a DBH greater than 25 cm?
- What is the probability of selecting a tree with a DBH between 15 cm and 25 cm?
- How would the probability change if the standard deviation was 3 cm instead of 5 cm?
- What DBH value corresponds to the top 10% of tree sizes in this distribution?
- How can we calculate the range in which 95% of tree DBHs fall?
Tip: For normal distributions, converting to a z-score is a useful method for finding probabilities for values not directly given in tables.
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Math Problem Analysis
Mathematical Concepts
Normal Distribution
Z-scores
Probability
Formulas
z = (X - μ) / σ
P(Z < z)
Theorems
Standard Normal Distribution
Z-score Calculation
Suitable Grade Level
Grades 9-12
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