Test the effects of a random noise vector in the model

[dfsnow]

Following up on discussions in the office, we should test the perturbation effect of a vector of random noise in the model. Specifically, we should look at feature importance and the stability of estimates.

[Damonamajor]

@dfsnow do we want this in something like the equivalent of an EI-issue? Where should it be stored?
The same question for #273

[Damonamajor]

@dfsnow We are also probably going to have a decent number of comparisons / test etc. Do we want to have some set parameters or a baseline to test these things against throughout the modeling season?

[dfsnow]

@dfsnow do we want this in something like the equivalent of an EI-issue? Where should it be stored? The same question for #273

For something like this issue, I think it's sufficient to just post findings in the issue comments (including any supporting tables and plots). No need for separate analyses.

@dfsnow We are also probably going to have a decent number of comparisons / test etc. Do we want to have some set parameters or a baseline to test these things against throughout the modeling season?

We'll run a baseline model as soon as #263 is merged. We can use that for comparison for now (until we have 2024 data).