Pseudo-prior augmentation for model comparison
= Pseudo-prior augmentation for model comparison
A <pseudo-prior> can make model parameter vectors have equal dimensions, allowing identity-matched <RJ-MCMC> moves. If active and inactive coordinates share the same prior density in the two augmented targets, these factors cancel in model-switch ratios. Within-model updates must preserve the augmented target, including the inactive coordinate's pseudo-prior law.