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The Intelligence Quotient (IQ) scores for adults in City A are normally distributed with a mean of 108 and a standard deviation of 10 - HSC - SSCE Mathematics Standard - Question 35 - 2020 - Paper 1

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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

Worked Solution & Example Answer:The Intelligence Quotient (IQ) scores for adults in City A are normally distributed with a mean of 108 and a standard deviation of 10 - HSC - SSCE Mathematics Standard - Question 35 - 2020 - Paper 1

Step 1

What percentage of the adults in this city have an IQ score higher than Yin’s?

96%

114 rated

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: z=Xμσz = \frac{X - \mu}{\sigma}

where:

  • XX is the value (Yin's IQ score = 128)
  • μ\mu is the mean (108)
  • σ\sigma is the standard deviation (10)

Calculating the z-score:

z=12810810=2010=2z = \frac{128 - 108}{10} = \frac{20}{10} = 2

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:

100%97.5%=2.5%100\% - 97.5\% = 2.5\%

Step 2

Calculate the number of adults in City B that would be expected to have an IQ score lower than Yin’s.

99%

104 rated

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:

μ=112,σ=16\mu = 112, \sigma = 16

Thus, the percentage of the population in City B with an IQ score lower than Yin’s is:

  • At a z-score of 1, approximately 84% of the population have an IQ score lower than Yin's.

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:

1,000,000×0.84=840,0001,000,000 \times 0.84 = 840,000

Step 3

By first forming an equation, calculate Simon’s IQ score.

96%

101 rated

Answer

Let Simon's IQ score be SS. Since Simon's z-score in City A is equal to the z-score in City B, we express this mathematically.

For City A: z=S10810z = \frac{S - 108}{10}

For City B: z=S11216z = \frac{S - 112}{16}

Setting the two equations equal to each other:

S10810=S11216\frac{S - 108}{10} = \frac{S - 112}{16}

Cross-multiply to eliminate fractions:

16(S108)=10(S112)16(S - 108) = 10(S - 112)

Expanding both sides: 16S1728=10S112016S - 1728 = 10S - 1120

Rearranging gives: 6S=6086S = 608

Therefore, S=6086=101.3S = \frac{608}{6} = 101.3

So, Simon’s IQ score is approximately 101.3.

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