3 citations · 3 across the 4 of their papers we have counts for
3 papers · 1 filter
Posterior distribution existence and error control in Banach spaces in the Bayesian approach to UQ in inverse problems
J. Andrés Christen, Marcos A. Capistrán, M. Luisa Daza-Torres +2
We generalize the results of \cite{Capistran2016} on expected Bayes factors (BF) to control the numerical error in the posterior distribution to an infinite dimensional setting whe…
Early pathogen replacement in a model of Influenza and Respiratory Syncytial Virus with partial vaccination. A computational study
Yury E. García, Marcos A. Capistrán
In this paper, we carry out a computational study using the spectral decomposition of the fluctuations of a two-pathogen epidemic model around its deterministic attractor, i.e., st…
Inference for stochastic kinetic models from multiple data sources for joint estimation of infection dynamics from aggregate reports and virological data
Oksana A. Chkrebtii, Yury E. García, Marcos A. Capistrán +1
Before the current pandemic, influenza and respiratory syncytial virus (RSV) were the leading etiological agents of seasonal acute respiratory infections (ARI) around the world. In…