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I will try diagnosing your problem without seeing your data. Please edit the question and show us a subset of your data frame to receive the best possible response in the future. It appears you acquired a panel of individuals observed over several years. Individuals were likely sampled across many regions in the United States, and so your data has a nested ...


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I've encountered a similar issue my own field. Researchers frequently use standard ordinary least squares regression to predict raw scores on cognitive tests. These tests are strictly positive, have firm upward bounds on their range, and have scores that are integers (and thus not truly continuous). The answer as to whether this is problematic lies in the ...


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I'm currently trying to make a similar decision and will provide a partial answer in hopes that I can be helpful and/or stoke the conversation enough to bring in a better answer, as I have searched thoroughly and can't find a post that answers your (our) question completely. My short answer is that you should also consider individual-level demeaning and/or ...


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