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stat.AP2021
Bayesian analysis of population health data
Dorota Młynarczyk, Carmen Armero, Virgilio Gómez-Rubio +1
The analysis of population-wide datasets can provide insight on the health status of large populations so that public health officials can make data-driven decisions. The analysis…
stat.AP2020
Bayesian survival analysis with BUGS
Danilo Alvares, Elena Lázaro, Virgilio Gómez-Rubio +1
Survival analysis is one of the most important fields of statistics in medicine and the biological sciences. In addition, the computational advances in the last decades have favour…
stat.AP2020
A Bayesian Multilevel Random-Effects Model for Estimating Noise in Image Sensors
Gabriel Riutort-Mayol, Virgilio Gómez-Rubio, Ángel Marqués-Mateu +2
Sensor noise sources cause differences in the signal recorded across pixels in a single image and across multiple images. This paper presents a Bayesian approach to decomposing and…