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06/24/2023
Characterization of the presidential inauguration speech and identification of political communities in Colombia: An empirical approach from the analysis of social networks
Statistical analysis of social networks is a predominant methodology in ...
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06/21/2023
Bayesian Analysis for Social Science Research
In this manuscript, we discuss the substantial importance of Bayesian re...
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02/24/2023
Conditional Relative Risk: An association measure for longitudinal data analysis
In this paper, we propose a novel association measure for longitudinal s...
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12/30/2022
A Bayesian latent position approach for community detection in single- and multi-layer networks with continuous attributes
The increasing prevalence of multiplex networks has spurred a critical n...
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11/30/2022
Operationalizing Legislative Bodies: A Methodological and Empirical Perspective
This manuscript extensively reviews applications, extensions, and models...
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11/30/2022
Bayesian modeling of the political preferences of the Colombian Senate 2006-2010: electoral behavior and parapolitics
In this paper, a Bayesian spatial voting model is applied for the first ...
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11/02/2022
Small area estimation using multiple imputation in three-parameter logistic models
We propose a novel methodology relating item response theory methods wit...
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11/17/2021
Some Case Studies Using Bayesian Statistical Models
We provide four case studies that use Bayesian machinery to making induc...
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10/20/2021
A Gentle Introduction to Bayesian Hierarchical Linear Regression Models
Considering the flexibility and applicability of Bayesian modeling, in t...
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10/19/2021
Bayesian spatial voting model to characterize the legislative behavior of the Colombian Senate 2010-2014
This paper applies Bayesian methodologies to characterize the legislativ...
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02/27/2021
Time-Varying Coefficient Model Estimation Through Radial Basis Functions
In this paper we estimate the dynamic parameters of a time-varying coeff...
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02/18/2021
A Latent Space Model for Multilayer Network Data
In this work, we propose a Bayesian statistical model to simultaneously ...
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12/03/2020
A Review of Latent Space Models for Social Networks
In this paper, we provide a review on both fundamentals of social networ...
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08/23/2020
A Prior for Record Linkage Based on Allelic Partitions
In database management, record linkage aims to identify multiple records...
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09/14/2019
A Bayesian Approach for De-duplication in the Presence of Relational Data
In this paper we study the impact of combining profile and network data ...
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08/14/2018
A Record Linkage Model Incorporating Relational Data
In this paper we introduce a novel Bayesian approach for linking multipl...
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11/10/2017