Math Problem Statement
The lengths of pregnancies in a small rural village are normally distributed with a mean of 265 days and a standard deviation of 13 days. A distribution of values is normal with a mean of 265 and a standard deviation of 13.
What percentage of pregnancies last fewer than 299 days? P(X < 299 days) = %
Enter your answer as a percent accurate to 1 decimal place (do not enter the "%" sign). Answers obtained using exact z-scores or z-scores rounded to 3 decimal places are accepted.
Enter your answer as a percent accurate to 1 decimal place (do not enter the "%" sign). Answers obtained using exact z-scores or z-scores rounded to 3 decimal places are accepted.
Solution
We are given a normal distribution with:
- Mean, days
- Standard deviation, days
We need to find the percentage of pregnancies that last fewer than 299 days. To solve this, we'll calculate the z-score for 299 days and then use the standard normal distribution to find the corresponding probability.
Step 1: Calculate the z-score
The z-score formula is:
Where:
- days
- days
- days
Substitute the values into the formula:
Step 2: Find the probability
Now, we need to look up the z-score of 2.615 in the standard normal distribution table, or use a calculator that gives the cumulative probability for the z-score.
For , the cumulative probability is approximately 0.9955.
Step 3: Convert to percentage
To convert this to a percentage, we multiply by 100:
Thus, the percentage of pregnancies that last fewer than 299 days is approximately 99.6%.
Final Answer:
Let me know if you'd like further details or have additional questions!
Here are five related questions that may help you explore this topic further:
- How do you calculate the z-score for a different value of ?
- How do you find the percentage of pregnancies lasting longer than a given number of days?
- What is the significance of the standard deviation in this problem?
- How does the normal distribution model real-world phenomena like pregnancy lengths?
- How can you calculate probabilities for a range of values in a normal distribution?
Tip: When using a z-score table, remember that it gives the cumulative probability from the left, so it's useful for finding percentages less than a specific value.
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Math Problem Analysis
Mathematical Concepts
Normal Distribution
Z-Scores
Probability
Formulas
Z-score formula: z = (X - μ) / σ
Cumulative Probability Formula for Z-scores
Theorems
Empirical Rule (68-95-99.7 Rule)
Z-Score Theorem
Suitable Grade Level
Grades 9-12
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