A latent slice sampling algorithm

Motivated by a sampling algorithm for discrete spaces, variation of the slice sampler continuous spaces is introduced. It utilizes latent variables and related to Neal's sampler. The key difference that additional allow sequential stepping out or doubling procedures, which makes basic difficult use in high dimensional problems, be avoided. On other hand, applicable on problems where can all treated single block.