SBC "checking"

[chstock]

I saw that a manuscript based on the preprint on SBC was accepted and will soon be published in Bayesian Analysis:

@Article{Modrak2024,
  author  = {Martin Modr{\'a}k and Angie H. Moon and Shinyoung Kim and Paul B{\"u}rkner and Niko Huurre and Kate\v{r}ina Faltejskov{\'a} and Andrew Gelman and Aki Vehtari},
  journal = {Bayesian Analysis},
  title   = {{S}imulation-{B}ased {C}alibration {C}hecking for {B}ayesian {C}omputation: {T}he {C}hoice of {T}est {Q}uantities {S}hapes {S}ensitivity},
  year    = {2024},
  volume  = {forthcoming},
  doi     = {10.1214/23-BA1404},
  url     = {https://doi.org/10.1214/23-BA1404},
}

We could add this reference to the respective package vignette.

I noticed that the authors refer to SBC "checking":

The term in the literature is “simulation-based calibration”; here we have added the word “checking” to emphasize that these methods do not themselves produce calibration; rather, they measure departure from calibration.

I think it would be helpful (for clarity) to refer to SBC "checking" in the vignette too.

[wlandau]

Thanks for the FYI. Nice to see an official SBC checking paper will soon be published. Updated the reference and terminology in a9581e7