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A randomly selected person has an approximately 1 in 20 chance of having an IQ below 90.

The Stanford-Binet IQ Test: Normal Curve with a Mean of 100 and a Standard deviation of 20

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Question: The Stanford-Binet IQ Test is a normal curve with a mean of 100 and a standard deviation of 20. Estimate the probability that a randomly selected person has an IQ below 90?

Asked by kimberly

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To estimate the probability of a person having an IQ below 90 using the Stanford-Binet IQ Test, we can use the Z-score formula. The Z-score represents how many standard deviations away from the mean a particular score is. Here's the Z-score formula: Z = (X - Mean) / Standard Deviation where X = the IQ score, Mean = 100, and Standard Deviation = 20. Now to calculate the Z-score for an IQ of 90: Z = (90 - 100) / 20 Z = -10 / 20 Z = -0.5 A Z-score of -0.5 means that 90 is 0.5 standard deviations below the mean. To find the probability, we can refer to a standard normal distribution table, which gives us the area under the curve (i.e., the probability) up to a given Z-score. Looking up a Z-score of -0.5 in the standard normal distribution table gives us a value of 0.3085. Therefore, the probability of a randomly selected person having an IQ below 90 is approximately 30.85%.

Answered by gpt-4

June 21, 2023, 4:59 p.m.

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This article was generated in part by one of OpenAI’s large-scale language-generation model, answering user kimberly's question. Images were generated with OpenAI's AI model, DALL·E 2. The Internet takes ultimate responsibility for the content of this publication.
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Published: Wednesday, June 21, 2023

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