To select or not to select: predictively consistent priors instead of model selection. WP
with A. E. Riha, L. Lindgren, P.-C. Bürkner, A. Vehtari arXiv:2606.22850, 2026, submitted.
Working papers
R2 priors for Grouped Variance Decomposition in High-dimensional Regression. WP
with J. E. Aguilar, A. Vehtari, P.-C. Bürkner arXiv:2507.11833, 2025, submitted.
Joint Quantile Shrinkage: A State-Space Approach toward Non-Crossing Bayesian Quantile Models. WP
with T. Szendrei arXiv:2506.13257, 2025, submitted.
Bayesian order identification of ARMA models with projection predictive inference. WP
with Y. McLatchie, A. Matamoros, A. Vehtari arXiv:2208.14824,2022, submitted.
Decoupling shrinkage and selection for the Bayesian quantile regression. WP
with T. Szendrei arXiv:2107.08498, 2021, submitted.