Scientific Publications

Accepted

2025

• Aguilar J. E & Bürkner P.-C. (2025) Generalized Decomposition Priors on R2. Bayesian Analysis. Available for free also on arXiv. doi:10.1214/25-BA1524

• Reiser P., Aguilar J. E., Guthke A., & Bürkner P.-C. (2025) Uncertainty quantification and propagation in surrogate-based Bayesian inference. Statistics and Computing. Available for free also on arXiv. doi:10.1007/s11222-025-10597-8

2023

• Aguilar J. E. & Bürkner P.-C. (2023). Intuitive Joint Priors for Bayesian Linear Multilevel Models: The R2D2M2 prior. Electronic Journal of Statistics. Available for free also on arXiv. doi:10.1214/23-EJS2136

In Review

• Fazio L., Scholz M., Aguilar J. E., Bürkner P.-C. (2025). Primed Priors for Simulation-Based Validation of Bayesian Models. arXiv preprint.

• Aguilar J. E. & Bürkner P.-C. (2025). Dependency-Aware Shrinkage Priors for High Dimensional Regression. arXiv preprint.

• Matabuena M., Ghosal R., Aguilar J. E, Wagner R., Merino C.F, Castro J.S, Zipunnikov V., Onnela J.P, Gude F. (2024) Glucodensity Functional Profiles Outperform Traditional Continuous Glucose Monitoring Metrics. arXiv preprint.