Math Problem Statement
Solution
To solve these questions, the given IQ model follows a normal distribution , where the mean () is 100 and the standard deviation () is 16. Let’s calculate step-by-step.
Step-by-step solutions:
(a) Percent of IQs above 85
- Compute the z-score for 85:
- Use a z-table or calculator to find . From symmetry, . Using a z-table: , so or 82.5%.
(b) Percent of IQs below 95
- Compute the z-score for 95:
- Find using a z-table or calculator. Using a z-table: or 37.8%.
(c) Percent of IQs between 116 and 136
- Compute z-scores for 116 and 136:
- For 116:
- For 136:
- Find probabilities:
- (from z-table)
- Difference: or 14.7%.
Would you like me to delve deeper into how to use z-tables, or do you want further clarification?
Questions for Practice:
- How do z-scores relate to probability in a normal distribution?
- What is the process to calculate using a z-table?
- How does symmetry in a normal curve simplify calculations?
- Can you explain why ?
- How would changing to 20 affect the results?
Tip: Always sketch a normal curve to visualize probabilities—it enhances understanding!
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Math Problem Analysis
Mathematical Concepts
Normal distribution
Probability
Z-scores
Formulas
Z-score formula: z = (x - μ) / σ
Standard normal probability using z-tables or calculator
Theorems
Empirical Rule for Normal Distribution
Suitable Grade Level
Grades 10-12 or College-level
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