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partial plots for glmboost #120

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cmnelson1 opened this issue Sep 3, 2023 · 2 comments
Open

partial plots for glmboost #120

cmnelson1 opened this issue Sep 3, 2023 · 2 comments

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@cmnelson1
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The documentation shows the possibility of getting partial plots for a glmboost object. I have tried many things and have only been able to obtain coefficient paths. Can you please suggest some code (or an existing function) to obtain the partial plots?
Thank you!
@davidruegamer
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davidruegamer commented Sep 3, 2023 •
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glmboost fits a GLM, not a GAM, hence there is nothing (non-linear) to plot. Technically the software could plot the estimated linear effects, but that seems unnecessary, considering it's just a single number that is visualized. It's better to use coef(your_model) in this case.

@cmnelson1
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Thank you for your quick reply! I do have the coefficients, but it is also nice to plot predicted interaction effects. It sounds like the package does not have the ability to plot these for glmboost?

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@davidruegamer @cmnelson1