Math Problem Statement

What percent of​ people's IQs are expected to be between 108 and 128? The normal model is 100,16

Solution

To solve this problem, we will use the properties of the normal distribution. Given that the IQ scores are normally distributed with a mean (μ\mu) of 100 and a standard deviation (σ\sigma) of 16, we need to find the percentage of people's IQs that fall between 108 and 128.

Steps:

  1. Convert IQ scores to z-scores: The z-score formula is: z=xμσz = \frac{x - \mu}{\sigma} where:

    • xx is the IQ score
    • μ=100\mu = 100 is the mean
    • σ=16\sigma = 16 is the standard deviation

    For x=108x = 108: z1=10810016=816=0.5z_1 = \frac{108 - 100}{16} = \frac{8}{16} = 0.5

    For x=128x = 128: z2=12810016=2816=1.75z_2 = \frac{128 - 100}{16} = \frac{28}{16} = 1.75

  2. Use a standard normal table or calculator to find the cumulative probabilities for these z-scores:

    • The cumulative probability for z1=0.5z_1 = 0.5 is approximately 0.6915.
    • The cumulative probability for z2=1.75z_2 = 1.75 is approximately 0.9599.
  3. Calculate the percentage between 108 and 128: To find the percentage of people's IQs between 108 and 128, subtract the cumulative probability for z1z_1 from that of z2z_2: P(108<X<128)=P(z2)P(z1)=0.95990.6915=0.2684P(108 < X < 128) = P(z_2) - P(z_1) = 0.9599 - 0.6915 = 0.2684 So, approximately 26.84% of people's IQs are expected to be between 108 and 128.

Final Answer:

Approximately 26.84% of people's IQs are expected to be between 108 and 128.


Would you like any further details or clarifications on this?

Follow-up Questions:

  1. How do you interpret z-scores in a normal distribution?
  2. How would the percentage change if the range was between 90 and 110?
  3. What percentage of IQs is expected to be below 90?
  4. Can you explain why the area under the normal curve represents probability?
  5. How would you use this method for a different normal distribution, e.g., mean of 120 and standard deviation of 20?

Tip:

For many normal distribution problems, using z-tables or statistical software can greatly speed up calculations!

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Math Problem Analysis

Mathematical Concepts

Statistics
Normal Distribution
Z-scores

Formulas

z = (x - μ) / σ
P(z2) - P(z1)

Theorems

68-95-99.7 Rule (Empirical Rule)
Standard Normal Distribution

Suitable Grade Level

Grades 10-12