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Question 35
The Intelligence Quotient (IQ) scores for adults in City A are normally distributed with a mean of 108 and a standard deviation of 10. The IQ scores for adults in C... show full transcript
Step 1
Answer
To determine the percentage of adults in City A who have an IQ score higher than Yin's (128), we first calculate the z-score.
The z-score is calculated using the formula:
where:
Calculating the z-score:
Next, we refer to the standard normal distribution table, which shows that approximately 97.5% of the population falls below a z-score of 2. Therefore, the percentage of adults in City A with an IQ score higher than Yin's is:
Step 2
Answer
From part (a), we found that Yin's IQ corresponds to a z-score of 1 standard deviation above the mean for City B.
In City B, the mean is 112 and the standard deviation is 16, so:
Thus, the percentage of the population in City B with an IQ score lower than Yin’s is:
Given that City B has 1,000,000 adults, the expected number of adults in City B with an IQ score lower than Yin’s is:
Step 3
Answer
Let Simon's IQ score be . Since Simon's z-score in City A is equal to the z-score in City B, we express this mathematically.
For City A:
For City B:
Setting the two equations equal to each other:
Cross-multiply to eliminate fractions:
Expanding both sides:
Rearranging gives:
Therefore,
So, Simon’s IQ score is approximately 101.3.
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