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19 August, 15:45

An industrial designer wants to determine the average amount of time it takes an adult to assemble an "easy to assemble" toy. A sample of 16 times yielded an average time of 19.9 minutes, with a sample standard deviation of 6 minutes. Assuming normality of assembly times, provide a 90% confidence interval for the mean assembly time.

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  1. 19 August, 15:46
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    (17.42; 22.38)

    Step-by-step explanation:

    To construct a confidence interval we use the following formula:

    ci = (sample mean) + - z * (sd) / [n^ (1/2) ]

    The sample mean is 19.9 and the standard deviation is 6. The sample has a n of 16. We have to find the value of z which is the upper (1-C) / 2 critical value for the standard normal distribution. Here, as we want a confidence interval at a 90% we have (1-C) / 2=0.05 we have to look at the 1-0.05=0.95 value at the normal distribution table, which is 1.65 approximately. Replacing all these values:

    ci: (sample mean - z * (sd) / [n^ (1/2) ]; sample mean + z * (sd) / [n^ (1/2) ])

    ci: (19.9 - 1.65*6/[16^ (1/2) ]; 19.9 + 1.65*6/[16^ (1/2) ])

    ci: (19.9 - 9.9/4]; 19.9 + 9.9/4)

    ci: (19.9 - 2.48; 19.9 + 2.48)

    ci: (17.42; 22.38)
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