Publications & preprints

Peer-reviewed

2025

Dynamic Econometric Models: A State-Space Formulation

Alves, M. B., Migon, H. S., Menezes, A., Pinheiro, E., dos Santos Jr., S.
Journal of Forecasting, 44(8), 2494–2508.
DOI

2024

Impacto da intervenção no uso de antimicrobianos em unidade de terapia intensiva (UTI)

Freitas, W. V. de, dos Santos Jr., S., Alves, M. B., Nouér, S. A.
The Brazilian Journal of Infectious Diseases, 28(Suppl. 3), 104440.
DOI

Manuscripts & preprints

2026

A Causal Framework for Evaluating Jointly Longitudinal Outcomes and Surrogate Markers: A State-Space Approach

dos Santos Jr., S. V. and Parast, L.
Preprint.
arXiv · Software

2025

k-Parametric Dynamic Generalized Linear Models: A Sequential Approach via Information Geometry

Alves, M. B., Migon, H. S., dos Santos Jr., S., Marotta, R.
Under review.
arXiv

2024

kDGLM: a R package for Bayesian analysis of Generalized Dynamic Linear Models

dos Santos Jr., S., Alves, M. B., Migon, H. S.
Preprint.
arXiv · Software

2023

New Weighting Strategies for WENO Schemes

Barreto, D., Borges, R. B. de R., Costa, B., dos Santos Jr., S.
Preprint.
arXiv

Thesis

M.Sc.

Computational Methods for k-Parametric Dynamic Generalized Linear Models

Federal University of Rio de Janeiro (UFRJ). The dissertation develops computational methods for Bayesian dynamic models, from efficient sequential updating for k-DGLMs to extensions for multiple time series and the accompanying kDGLM software.