19.07.2022 - 22:41

A typical adult has an average IQ score of 105 with a standard deviation of 20. If 20 randomly selected adults are given an IQ test, what is the probability that the sample mean scores will be between 85 and 125 points?

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A typical adult has an average IQ score of 105 with a standard deviation of 20. If 20 randomly selected adults are given an IQ test, what is the probability that the sample mean scores will be between 85 and 125 points?

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  • Judy
    April 15, 2023 в 14:03
    Using the Central Limit Theorem, we can assume that the sample means will follow a normal distribution with a mean of 105 and a standard deviation of 20/sqrt(20) = 4.47. We can then find the z-scores for a sample mean of 85 and a sample mean of 125: z1 = (85-105)/4.47 = -4.47 z2 = (125-105)/4.47 = 4.47 Using a z-table or a calculator, we can find the probabilities associated with these z-scores: P(z < -4.47) = 0.0000044 P(z > 4.47) = 0.0000044 To find the probability of the sample mean scores being between 85 and 125, we can subtract these probabilities from 1: P(-4.47 < z < 4.47) = 1 - 0.0000044 - 0.0000044 = 0.9999912 Therefore, the probability that the sample mean scores will be between 85 and 125 points is \approx imately 0.9999912 or 99.99912%.
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