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4 August, 01:51

a sample of 412 adults showed that 293 of them are connected the the internet from home. Construct and interpret a 90% confidence interval for the proportion of all adults that have internet access.

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  1. 4 August, 01:56
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    CI = (0.674, 0.748)

    Step-by-step explanation:

    The confidence interval of a proportion is:

    CI = p ± SE * CV,

    where p is the proportion, SE is the standard error, and CV is the critical value (either a t-score or a z-score).

    We already know the proportion:

    p = 293/412

    p = 0.711

    But we need to find the standard error and the critical value.

    The standard error is:

    SE = √ (p (1 - p) / n)

    SE = √ (0.711 * (1 - 0.711) / 412)

    SE = 0.0223

    To find the critical value, we must first find the alpha level and the degrees of freedom.

    The alpha level for a 90% confidence interval is:

    α = (1 - 0.90) / 2 = 0.05

    The degrees of freedom is one less than the sample size:

    df = 412 - 1 = 411

    Since df > 30, we can approximate this with a normal distribution.

    If we look up the alpha level in a z score table or with a calculator, we find the z-score is 1.645. That's our critical value. CV = 1.645.

    Now we can find the confidence interval:

    CI = 0.711 ± 0.0223 * 1.645

    CI = 0.711 ± 0.0367

    CI = (0.674, 0.748)

    So we are 90% confident that the proportion of adults connected to the internet from home is between 0.674 and 0.748.
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