1 citations · 2 across the 6 of their papers we have counts for
7 papers
On the sensitivity to hyperparameters of a Bayesian method to infer selection signatures
Carlos A. Martinez, Ronnal E. Ortiz, Nelson A. Cruz +2
Motivated by a real-life problem, namely, inferring genomic regions affected by selection, we studied some properties of a two-step method that performs this task based on the FST.…
Bayesian Sociality Models: A Scalable and Flexible Alternative for Network Analysis
Juan Sosa, Carlo Martínez
Bayesian sociality models provide a scalable and flexible alternative for network analysis, capturing degree heterogeneity through actor-specific parameters while mitigating the id…
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…
Inferring the Partial Correlation Structure of Allelic Effects and Incorporating it in Genome-wide Prediction
Carlos A. Martínez, Kshitij Khare, Syed Rahman +1
In this study, we addressed the problem of genome-wide prediction accounting for partial correlation of marker effects when the partial correlation structure, or equivalently, the…
BIBI: Bayesian Inference of Breed Composition
Carlos Alberto Martínez, Kshitij Khare, Mauricio A. Elzo
The aim of this paper was to develop statistical models to estimate individual breed composition based on the previously proposed idea of regressing discrete random variables corre…