For some of my current projects, I'm probably going to need to eventually estimate some models using Metropolis-Hastings sampling. I understand the basic concepts, and the software I use (R) has ...
Empirical likelihood (EL) methods constitute a class of non-parametric inference techniques that construct likelihood functions directly from observed data without specifying a full probability model.