Fix #91

inst/bibliography.bib

@@ -93,6 +93,17 @@ @misc{
   url = {https://statmodeling.stat.columbia.edu/2017/04/12/bayesian-posteriors-calibrated/}
 }
 
+
+@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},
+}
+
 @Manual{
 sbc,
     title = {SBC: Simulation Based Calibration for rstan/cmdstanr models},

vignettes/sbc.Rmd

@@ -1,13 +1,13 @@
 ---
-title: "Simulation-based calibration"
+title: "Simulation-based calibration checking"
 bibliography: '`r system.file("bibliography.bib", package = "brms.mmrm")`'
 csl: '`r system.file("asa.csl", package = "brms.mmrm")`'
 output:
   rmarkdown::html_vignette:
     toc: true
     number_sections: true
 vignette: >
-  %\VignetteIndexEntry{Simulation-based calibration}
+  %\VignetteIndexEntry{Simulation-based calibration checking}
   %\VignetteEngine{knitr::rmarkdown}
   %\VignetteEncoding{UTF-8}
 ---
@@ -29,7 +29,7 @@ library(tidyr)
 
 # About
 
-This vignette shows the results of a simulation-based calibration (SBC) study to validate the implementation of the models in `brms.mmrm`. SBC tests the ability of a Bayesian model to recapture the parameters used to simulate prior predictive data. For details on SBC, please read @talts2020 and the [`SBC`](https://hyunjimoon.github.io/SBC/) R package [@sbc]. This particular SBC study uses the [`targets`](https://docs.ropensci.org/targets/) pipeline in the [`sbc`](https://github.com/openpharma/brms.mmrm/tree/main/sbc) subdirectory of the [`brms.mmrm`](https://github.com/openpharma/brms.mmrm) package source code.
+This vignette shows the results of a simulation-based calibration (SBC) checking study to validate the implementation of the models in `brms.mmrm`. SBC checking tests the ability of a Bayesian model to recapture the parameters used to simulate prior predictive data. For details on SBC checking, please read @Modrak2024 and the [`SBC`](https://hyunjimoon.github.io/SBC/) R package [@sbc]. This particular SBC checking study uses the [`targets`](https://docs.ropensci.org/targets/) pipeline in the [`sbc`](https://github.com/openpharma/brms.mmrm/tree/main/sbc) subdirectory of the [`brms.mmrm`](https://github.com/openpharma/brms.mmrm) package source code.
 
 # Simple scenario