Math Problem Statement
Solution
The problem you're asking about involves finding the probability of a normally distributed IQ score.
Given Information:
- Mean
- Standard deviation
- We need to find the probability that an adult has an IQ score less than 123.
Steps to solve:
-
First, we calculate the z-score for using the formula:
-
Now, we will use a standard normal distribution table (or a calculator) to find the cumulative probability associated with a z-score of 1.2.
Using a z-table or standard normal distribution function:
Thus, the probability that a randomly selected adult has an IQ less than 123 is 0.8849.
Would you like more details on this process or have any questions?
Here are 5 related questions to explore this further:
- What is the probability that an adult has an IQ score higher than 123?
- What is the probability that an adult has an IQ score between 90 and 123?
- How do you find the z-score for values less than the mean, say for an IQ of 90?
- What percentage of adults have IQ scores more than 2 standard deviations from the mean?
- How would the probability change if the standard deviation was larger or smaller?
Tip: When dealing with normal distributions, the z-score helps standardize any normal random variable, allowing you to use tables or technology to calculate probabilities.
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Math Problem Analysis
Mathematical Concepts
Probability
Normal Distribution
Z-scores
Formulas
Z = (X - μ) / σ
Cumulative probability for Z-score
Theorems
Empirical Rule for Normal Distribution
Suitable Grade Level
Grades 10-12
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