Zhi-Gen Zhao

Beyond Tweedie's Formula: Conditional Score Modeling for Empirical Bayes Inference

We propose conditional f-modeling (Cf-modeling), a framework for empirical Bayes inference with covariates. A central identity shows that the conditional marginal score function determines not only the posterior mean through Tweedie's formula, but also the posterior moment-generating function, providing a basis for rec...