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.
Empirical Bayesian methods occupy a unique position at the interface of frequentist and Bayesian paradigms by estimating prior distributions directly from observed data. This approach preserves the ...