pbcm is an R package that implements both data-informed and data-uninformed versions of the Parametric Bootstrap Cross-fitting Method (PBCM; Wagenmakers et al. 2004), a general-purpose technique for binary model selection. Some auxiliary routines, such as decision through k nearest neighbours classification (Schultheis & Singhaniya 2015), are also implemented.
You can install the current version of pbcm using devtools:
Please file an issue.
Schultheis, H. & Singhaniya, A. (2015) Decision criteria for model comparison using the parametric bootstrap cross-fitting method. Cognitive Systems Research, 33, 100–121.
Wagenmakers, E.-J., Ratcliff, R., Gomez, P. & Iverson, G. J. (2004) Assessing model mimicry using the parametric bootstrap. Journal of Mathematical Psychology, 48(1), 28–50.