Problem with the creation of a linear model

VB — Thu, 24 Aug 2023 08:04:18 GMT

Hello,

I'm trying to create a linear model that predicts glucose per WD. Models are created for WDs ranging from 1 to 3, but no model is created for my WD=4. The curve for the prediction vs observed values is not created. The r-squared is 1, which is very strange. In the "effect tests" section, there is no Prob.> F. When I remove a quadratic term, I get a model. When I try to create a step-by-step model, I also have to remove a quadratic term to obtain a model. How can I solve the problem and have a model curve that appears directly?

Thank you for your time

Re: Problem with the creation of a linear model

MRB3855 — Thu, 24 Aug 2023 09:10:25 GMT

Hi @VB : It's hard to know what is going on without: seeing your data, knowing what your goals are, knowing how the data were acquired etc. But...R^2=1, no p-values etc. means you've fit the points exactly (connected the points exactly via your quadratic model).In that case, there is no error; so there can be no RMSE, p-values, leverage plots (observed vs predicted plot), etc. Can you share more information?

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Problem with the creation of a linear model

Re: Problem with the creation of a linear model