I’m trying to sample from the posterior of a somewhat complex latent variable model and am having some trouble. In particular, the sampler sometimes get stuck very close to zero for one of my model’s parameters. I’m attaching a traceplot and pairs image to demonstrate.
Has anyone else had similar problems? Any ideas on how to fix it?