Search Results for author: Edwin Fong

Found 3 papers, 1 papers with code

Quasi-Bayesian Nonparametric Density Estimation via Autoregressive Predictive Updates

no code implementations13 Jun 2022 Sahra Ghalebikesabi, Chris Holmes, Edwin Fong, Brieuc Lehmann

In the context of density estimation, the standard nonparametric Bayesian approach is to target the posterior predictive of the Dirichlet process mixture model.

Density Estimation

On the marginal likelihood and cross-validation

no code implementations21 May 2019 Edwin Fong, Chris Holmes

In Bayesian statistics, the marginal likelihood, also known as the evidence, is used to evaluate model fit as it quantifies the joint probability of the data under the prior.

Cannot find the paper you are looking for? You can Submit a new open access paper.