4 citations · 12 across the 16 of their papers we have counts for
4 papers · 1 filter
A robust Bayesian latent position approach for community detection in networks with continuous attributes
Zhumengmeng Jin, Juan Sosa, Shangchen Song +1
The increasing prevalence of multiplex networks has spurred a critical need to take into account potential dependencies across different layers, especially when the goal is communi…
Bayesian modeling of the political preferences of the Colombian Senate 2006-2010: electoral behavior and parapolitics
Juan Valero, Juan Sosa, Carolina Luque
In this paper, a Bayesian spatial voting model is applied for the first time to characterize the legislative behavior of the Senate of the Republic of Colombia for the period 2006-…
Small area estimation using multiple imputation in three-parameter logistic models
Cristian Tellez-Piñerez, Leonardo Trujillo, Andrés Gutiérrez-Rojas +1
We propose a novel methodology relating item response theory methods with small area estimation strategies in the presence of missing data. Specifically, we propose an unbiased est…
A Record Linkage Model Incorporating Relational Data
Juan Sosa, Abel Rodriguez
In this paper we introduce a novel Bayesian approach for linking multiple social networks in order to discover the same real world person having different accounts across networks.…