SBC
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hyunjimoon
I'm a bit confused about `max_rank` calculation. I followed the example in [Getting Started with SBC](https://hyunjimoon.github.io/SBC/articles/SBC.html), and it's unclear to me how the `max_rank` is calculated in [compute_SBC](https://hyunjimoon.github.io/SBC/reference/compute_SBC.html) In that...
Currently, the rJAGS backend has a limitation: multiple chains for a single fit are always run sequentially. This is only relevant when one runs just a few simulations (e.g. when...
Plus a vignette demonstrating its use. See https://hyunjimoon.github.io/SBC/articles/implementing_backends.html for implementation instructions.
+a short vignette demonstrating the use. See https://hyunjimoon.github.io/SBC/articles/implementing_backends.html for implementation instructions.
Should discuss how generators works and some of the other options beyond `SBC_generator_function`. Definitely needed once we have #35
In some cases, one may need to specify inits for Stan models (and potentially for others as well). In the current design it is a bit of a hard question...
The [Yes, but Did It Work?: Evaluating Variational Inference](http://proceedings.mlr.press/v80/yao18a/yao18a.pdf) paper by Yao et al. proposes a less stringent diagnostic for variational inference than full SBC (as we know the approximation...
I'm adapting some of your (awesome!) code for use with trees and I stumbled upon something I don't quite understand. What is ```R SBC:::calculate_ranks_draws_matrix
Inspired by this comment: https://statmodeling.stat.columbia.edu/2021/09/03/simulation-based-calibration-some-challenges-and-directions-for-future-research/#comment-2022628 The goal would be to document somewhere some of the philosphical moves behind SBC. So far not sure where would be best, but it would...
Show how to simulate bounded parameters, ordered parameters, simplices, ... in R code (this is generally not straifhtforward)