1. (important) now nburn is for disgarded part for posterior samples
2. (important) for gamma spike slab prior, use 0.5 as pibeta and
pigamma and use marginal mixture of ss prior for logprior, instead of latent variable delta.
3. the spike prior for normal is nor 1/10 of betapv
4. turn off tuning