1 citations · 1 across the 8 of their papers we have counts for
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Uncovering latent territorial structure in ICFES Saber 11 performance with Bayesian multilevel spatial models
Laura Pardo, Juan Sosa, Juan Pablo Torres-Clavijo +1
This article develops a Bayesian hierarchical framework to analyze academic performance in the 2022 second semester Saber 11 examination in Colombia. Our approach combines multilev…
Bayesian Inference of Geometric Brownian Motion: An Extension with Jumps
Yifei Yan, Juan Sosa, Carlos Martínez
This analysis derives the maximum likelihood estimator and applies Bayesian inference to model geometric Brownian motion, incorporating jump diffusion to account for sudden market…
Advances in Bayesian Modeling: Applications and Methods
Yifei Yan, Juan Sosa, Carlos A. Martínez
This paper explores the versatility and depth of Bayesian modeling by presenting a comprehensive range of applications and methods, combining Markov chain Monte Carlo (MCMC) techni…