This repository contains code to reproduce examples in research papers authored by David Rossell. Currently there is code for the following papers
Carter JS, Rossell D. Positive-definiteness in separable priors. 2026
Sulem D, Jewson J, Rossell D. Bayesian computation for high-dimensional Gaussian graphical models with spike-and-slab priors (2025)
Rognon-Vael P, Rossell D. Empirical Bayes for Data Integration (2025). arxiv 2508.08336
Rossell D, Kseung A, Saez I, Guindani M. Semi-parametric local variable selection under misspecification (2025). Biometrika, 112(2) asa068.
Rossell D. Discussion of Martingale Posterior distributions by Edwin Fong, Chris Holmes and Stephen G. Walker. Journal of the Royal Statistical Society B (2022)
Rossell D, Abril O, Bhattacharya A. Approximate Laplace approximations for scalable model selection (2021). Journal of the Royal Statistical Society B, 83, 4, 853-879
Rossell D, Rubio FJ. Balancing sparsity and power: likelihoods, priors, and mispecification. In Handbook of Bayesian variable selection (2020)
Rossell D, Rubio FJ. Rossell D, Rubio FJ. Additive Bayesian variable selection under censoring and misspecification (2022). Statistical Science