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Math Help - Confidence Intervals Tricky Question

  1. #1
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    Confidence Intervals Tricky Question

    Can you please explain to me you the numbers in denoted in the confidence intervals derived?
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    Re: Confidence Intervals Tricky Question

    For example when getting a 95% confidence interval for the mean we use 1.96 because in a normal distribution 95% of the values lie in the interval from 1.96 standard deviations below the mean to 1.96 standard deviations above the mean.
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    Re: Confidence Intervals Tricky Question

    Do you know where they 1.96 initially came from? The question in my book acknowledges all of the percentiles with the confidence intervals but specifically asks how these numbers (1.645, 1.96, 2.33, 2.567) were selected.
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    Re: Confidence Intervals Tricky Question

    They come from the normal distribution as explained in post #2.

    Have a look here Z table - Normal Distribution

    You should find that 1.645 is the 90th percentile, 1.96 the 95th, 2.33 the 98th, 2.567 the 99th percentile
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  5. #5
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    Re: Confidence Intervals Tricky Question

    Hello:
    Yes, I understand exactly what you are saying but the question wants to know where those numbers originated when the equation was being developed in the original development of this equation. In other words, how did the founder of the equation decide on those particular numbers? Sounds like a crazy question but it's the one I've been given.
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    Re: Confidence Intervals Tricky Question

    You have been told that repeatedly! The "1.96" is the value such that, with "z" being a "standard normal" random variable, the probability that z< 1.96 is .95.
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  7. #7
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    Re: Confidence Intervals Tricky Question

    I'm sorry that it appears I don't understand. I know what you're saying exactly but the question wants to know how these numbers were originally selected by the person who made up this equation. Were the numbers pulled out of the air or were they based on something? It's more a history question I think than math.
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    Re: Confidence Intervals Tricky Question

    Sounds like it
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    Re: Confidence Intervals Tricky Question

    While this subject can be very touchy for most people, my opinion is that there has to be a middle or common ground that we all can find. seo servicesI do appreciate that youve added relevant and intelligent commentary here though. spoken englishThank you!
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