Quantile Slice Sampling

Matthew J. Heiner, Samuel B. Johnson, Joshua R. Christensen +1

We propose and demonstrate a novel, effective approach to slice sampling. Using the probability integral transform, we first generalize Neal's shrinkage algorithm, standardizing th…