Math Problem Statement
is my answer 84 percent correct?
Solution
Yes, your answer of 84% is correct.
Here's how we can use the Empirical Rule to verify this:
- Mean (μ): 13.1 years
- Standard Deviation (σ): 1.5 years
- We need to find the probability of a meerkat living less than 14.6 years.
Applying the Empirical Rule:
The empirical rule states that:
- About 68% of data falls within 1 standard deviation (μ ± σ).
- About 95% falls within 2 standard deviations (μ ± 2σ).
- About 99.7% falls within 3 standard deviations (μ ± 3σ).
Calculating the Z-score:
To find how many standard deviations 14.6 is from the mean:
This means that 14.6 years is 1 standard deviation above the mean.
Using the Empirical Rule for 1 Standard Deviation:
- The empirical rule tells us that about 68% of the data lies within 1 standard deviation (13.1 ± 1.5 years).
- This leaves 32% of the data outside this range, divided equally between the lower and upper tails.
- Thus, 16% of the data lies above 14.6 years (1 standard deviation above the mean).
- Consequently, the remaining data, or 84%, lies below 14.6 years.
So, your estimation of 84% probability for a meerkat living less than 14.6 years is indeed correct.
Would you like more details or have any other questions? Here are a few related questions to explore:
- What is the probability of a meerkat living more than 14.6 years?
- How do you find probabilities for values not exactly at 1, 2, or 3 standard deviations?
- What is the probability of a meerkat living between 11.6 and 14.6 years?
- How does the empirical rule differ from using the standard normal table?
- What if the standard deviation was different—how would it change the probabilities?
Tip: When using the empirical rule, it helps to draw a normal distribution curve to visualize the mean and standard deviations, making it easier to see how the percentages are distributed.
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Math Problem Analysis
Mathematical Concepts
Statistics
Normal Distribution
Empirical Rule
Formulas
Z-score formula: Z = (X - μ) / σ
Theorems
Empirical Rule
Suitable Grade Level
Grades 9-12
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