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    Significant lack of fit, invalid model?

    I am using JMP and working with percent arrival of insects (scale of 0-1). For example, out of 10 insects, 10 arrived at date X so 0.1 is that date's proportion. It is cumulative so by date Z, all 100 had arrived, that would be a proportion of 1. I'm comparing these proportions over time and...