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Re: Comparing Data for Closeness

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  • Re: Comparing Data for Closeness

    > Hello, I am examining the torque-time characteristics of bowlers in
    > cricket. I wish to compare the torque curves of different fast bowlers by
    > obtaining a measure of "closeness" or "similarity". How do I do this? For
    > instance, if one is comparing two curves, a simple method would be to
    > average the differences in magnitude between corresponding points, i.e.
    > find the deviation between the curves. What are the standard ways of
    > quantitatively comparing two or more curves in biomechanics?
    >
    > Rene Ferdinands
    >

    One standard way is to perform a two-sample Kolmogorov-Smirnov test
    (2-sample KS test). It will use the maximum difference between the two
    curves to tell you if they are from the same distribution or from
    different distributions (i.e. are the curves the same or different). It
    will also give you a p-value statistic (e.g. 99% confidence) if you want
    more teeth in your quantitative analysis. Most standard stats packages
    come with this test (e.g. SysStat).

    -Tony


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