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    Trichotomizing an Independent Variable




    In SPSS, how does one go about trichotomizing an independent variable such that about 33% are in each of the three groups?

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    Re: Trichotomizing an Independent Variable

    Are you looking to just create tertiles or are you looking to break a continuous variable up based a prediction, e.g., if your value of X is < ?? then your risk of Y is ??; value between ?? and ?? then risk of Y is ??; and if value > ?? then risk of Y is ??
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    Re: Trichotomizing an Independent Variable

    Quote Originally Posted by hlsmith View Post
    Are you looking to just create tertiles or are you looking to break a continuous variable up based a prediction, e.g., if your value of X is < ?? then your risk of Y is ??; value between ?? and ?? then risk of Y is ??; and if value > ?? then risk of Y is ??
    Good questions-- very important to have a theoretical and empirical reason to categorize a continuous variable.

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    Re: Trichotomizing an Independent Variable

    Quote Originally Posted by langood View Post
    In SPSS, how does one go about trichotomizing an independent variable such that about 33% are in each of the three groups?
    Don't - it just reduces power. If the IV is continuous, you don't need to split it up to run an appropriate analysis. See Cohen 1983: conservancy.umn.edu/bitstream/handle/11299/107497/v07n3p249.pdf?sequence=1
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    Re: Trichotomizing an Independent Variable


    I've also read something that said if you are hoping to generalize ***tiles, it may be difficult to generalize effects since textiles in a new sample may not be the same numbers due to heterogeneity between samples. Though they can know your distribution better if you provide moments.

    I guess another reason to trichotomize data is to get three random subsample for say a training, test, and validation set.
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