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May 22, 2016 at 12:57 comment added Nick Cox I've already made broad suggestions in my comments on the question, essentially not to use bins at all.
May 22, 2016 at 12:46 comment added ShainaR You're right this approach does not take into account the ordinal nature of the variable, and thus is not a good generalizable solution. Given the initial information I suspected that he would find that only group 5 is significantly different from the overall average, a result I'd consider intuitive, reportable and useable in the context of the problem. I'm not classically trained as a statistician, so I'm here to learn - what would you suggest?
May 18, 2016 at 16:18 comment added Nick Cox This isn't self-evidently a step in the right direction, as you'd need to work hard to respect even the ordering of the different levels of the different experience groups. Suppose people's height is a control: would you recommend dividing height into bins and then letting the bins be distinct levels of a factor variable?
May 18, 2016 at 15:47 history answered ShainaR CC BY-SA 3.0