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17 April, 00:27

A random sample of 8 recent college graduates found that starting salaries for computer scientists had a mean of $85000 and a standard deviation of $15000. There are no outliers in the sample data set. Construct a 95% confidence interval for the average starting salary of all computer scientists in gainesville.

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  1. 17 April, 00:44
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    (72460, 97540)

    Step-by-step explanation:

    Given:-

    - The sample size, n = 8

    - The sample parameters of normal distributed dа ta:

    mean u = $85000

    standard deviation s. d = $15000

    Find:-

    Construct a 95% confidence interval for the average starting salary of all computer scientists in gainesville.

    Solution:-

    - A random variable (X) denotes average starting salary of all computer scientists in gainesville has a sample normally distribution as follows:

    X ~ N ($85000, $15000^2)

    - The general formulation for CI for known standard deviation with significance α = 1 - 0.95 = 0.05:

    (u - Z_a/2 * (s. d/√n) < X < u + Z_a/2 * (s. d/√n))

    - The Z_a/2 = Z_0.025 = 1.96:

    (85,000 - 1.96 * (15,000/√8) < X < 85,000 + 1.96 * (15,000/√8))

    (72460, 97540)
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