Scientific Publications

In Review

• Aguilar J. E & Bürkner P. C. (2024) Generalized Decomposition Priors on R2. ArXiv preprint.

• Marcos 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.

• Reiser P., Aguilar J. E., Guthke A., & Bürkner P. C. (2023) Uncertainty Quantification and Propagation in Surrogate-based Bayesian Inference. ArXiv preprint.

Accepted

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