Assume that adults have IQ scores that are normally distributed with a mean of 103.6 and a standard deviation score separating the bottom 25% from the top 75%. (Hint: Draw a graph.) The first quartile is (Type an integer or decimal rounded to one decimal place as needed.) ind the first Q2₁.
Assume that adults have IQ scores that are normally distributed with a mean of 103.6 and a standard deviation score separating the bottom 25% from the top 75%. (Hint: Draw a graph.) The first quartile is (Type an integer or decimal rounded to one decimal place as needed.) ind the first Q2₁.
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
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Transcribed Image Text:The task involves finding the first quartile (Q₁) of IQ scores, which are normally distributed with a mean of 103.6 and a standard deviation of 19.3. The first quartile, Q₁, represents the IQ score separating the bottom 25% from the top 75% (Hint: Draw a graph).
### Steps to Find the First Quartile (Q₁):
1. **Understand Normal Distribution:**
- Mean (μ) = 103.6
- Standard Deviation (σ) = 19.3
2. **Determine the Z-Score:**
- For the first quartile (25th percentile), use a Z-table or calculator to find the Z-score corresponding to 0.25 probability.
3. **Calculate Q₁:**
- Use the formula: Q₁ = μ + Zσ
- Substitute the known values to find the IQ score at the first quartile.
### Explanation of Graphs and Diagrams:
- **Normal Distribution Curve:**
- Plot a bell-shaped curve, with the mean (103.6) at the center.
- Highlight the area under the curve to the left up to the 25th percentile to visually show the first quartile.
By following these steps and using the normal distribution properties, the first quartile score can be accurately found.
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