BrunaLab / HeliconiaDemography

Effects of drought and habitat fragmentation on Heliconia acuminata.
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Report model fit in some way #78

Closed Aariq closed 3 years ago

Aariq commented 3 years ago

R1 suggests adding to results:

In the results, I was surprised to see only a few p-values and not much else about the models in terms of how they were assessed for goodness of fit. While I am not at all suggesting that p-values are the solution, I would have liked a little more sense of how well the models fit. One way to do that might be to show the raw data plotted with the model fits so the reader can see, for example, what kind of functions were drawn. Another might be to present something in table format (the comparable version of a table of AICs or of the results of frequentist tests).

R3:

Line 260 -- you mention the CI of the model estimated coefficients, but these aren't provided anywhere that I could find. I think a table based on the summary of the two fitted models discussed here (and elsewhere too) should be added. And report the variance of the random effect.

Aariq commented 3 years ago

maybe add some kind of table of model performance (r2, RMSE) to model validation supplemental.

Aariq commented 3 years ago

One possibility that addresses a part of this is to have a table for each vital rate like so: Screen Shot 2021-08-24 at 12 02 51 PM

Aariq commented 3 years ago

Possibly another table showing all intercepts ± 84% CIs like so: Screen Shot 2021-08-24 at 12 19 46 PM

(bold indicates non-overlapping CIs)