3 papers
stat.ME2025
Bayesian Sociality Models: A Scalable and Flexible Alternative for Network Analysis
Juan Sosa, Carlo MartÃnez
Bayesian sociality models provide a scalable and flexible alternative for network analysis, capturing degree heterogeneity through actor-specific parameters while mitigating the id…
stat.AP2024
International Trade Network: Statistical Analysis and Modeling
Juan Sosa, Andrés Felipe Arévalo-Arévalo, Juan Pablo Torres-Clavijo
Globalization has rapidly advanced but exposed countries to supply chain disruptions, highlighted by the COVID-19 pandemic. This study exhaustively analyzes bilateral export data f…
stat.AP2024
Bayesian Cointegrated Panels in Digital Marketing
Juan David Carranza-Sánchez, Juan Sosa
In this paper, we fully develop and apply a novel extension of Bayesian cointegrated panels modeling in digital marketing, particularly in modeling of a system where key ROI metric…