Math Problem Statement
Solution
To solve this problem, we need to calculate the value below which the shortest 1% of the normally distributed lifespans fall. The parameters given are:
- Mean years
- Standard deviation years
- We are looking for the 1st percentile, which means the point at which 1% of the distribution lies below it.
This can be solved using the formula for a value in a normal distribution:
Where is the z-score corresponding to the 1st percentile in a standard normal distribution. We can find from standard z-tables or a calculator. For the 1st percentile, .
Now, we substitute the values into the formula:
Let me calculate that for you.The lifespan corresponding to the 1% of items with the shortest lifespan is approximately 5.5 years.
Do you need further details or have any questions?
Here are some related questions to explore:
- What is the z-score for the 10th percentile in a normal distribution?
- How would the lifespan change if the standard deviation increased?
- What if the mean lifespan was 8 years? How would the 1% lifespan change?
- How can you use a z-table to find percentiles in a normal distribution?
- How does the concept of z-scores apply in quality control?
Tip: The smaller the z-score, the further away you are from the mean on the lower side of the distribution!
Ask a new question for Free
By Image
Drop file here or Click Here to upload
Math Problem Analysis
Mathematical Concepts
Normal Distribution
Percentiles
Z-scores
Formulas
X = μ + Z * σ
Where X is the value, μ is the mean, Z is the z-score, and σ is the standard deviation.
Theorems
Properties of the Normal Distribution
Suitable Grade Level
Grades 10-12
Related Recommendation
Probability of an Item Lasting More Than 8 Years in a Normally Distributed Lifespan
Calculate Upper and Lower Quartiles of a Normally Distributed Lifespan
Probability of Lifespan Exceeding 7 Years Using Normal Distribution
Probability of Lizard Lifespan Using Empirical Rule and Normal Distribution
Probability of Lifespan Lasting Longer than 14 Years Using Normal Distribution