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Thread: Mean vs Standard Deviation Exercise

  1. #1

    Mean vs Standard Deviation Exercise




    Hey everyone.

    I would like to know your opinion on the following exercise:

    We have 2 coders teams (A and B).
    We want to choose the team who writes less errors. (this is the only criterion)

    Here are the information from both teams:


    • Mean A: 2.1
    • Standard Deviation A: 1.14
    • Mean B: 1.84
    • Standard Deviation B: 1.58

    Apparently the best option is the team A. Do you agree?

    Thanks.
    Last edited by StatisticsCenas; 07-05-2016 at 10:47 AM.

  2. #2
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    Re: Mean vs Standard Deviation Exercise

    Well, if this were a real life problem, I would say that there was a measurement issue at least with team B. Their distribution is almost V shaped and there is no mechanism, I believe, that would make a team either to program with no errors or with many (4) errors. Team A has a much more plausible distribution - but based on this data I would not know which team to pick because I could not trust the data.

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    Re: Mean vs Standard Deviation Exercise

    Well, in my opinion, I would select Team A because the statistics associated with Team A yield a much smaller Coefficient of Variation (CV) i.e. Team A has a CV=54.29% and Team B has a CV of 85.87%. Specifically, what this implies is that Team A provides more efficient CV because it's CV has more precision because it has much less variance around the estimate of the mean.

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    Re: Mean vs Standard Deviation Exercise

    Quote Originally Posted by Dragan View Post
    Well, in my opinion, I would select Team A because the statistics associated with Team A yield a much smaller Coefficient of Variation (CV) i.e. Team A has a CV=54.29% and Team B has a CV of 85.87%. Specifically, what this implies is that Team A provides more efficient CV because it's CV has more precision because it has much less variance around the estimate of the mean.
    So, you would ignore the distribution shape and decide on summary measures only?

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    Re: Mean vs Standard Deviation Exercise


    Could you treat these data as Poisson and make up a range of samples sizes.


    Next calculate the respective 95% CI for those values and plot them.


    Wait, now I want to do this or try to simulate them.
    Stop cowardice, ban guns!

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