Cargando…

BayesSMILES: Bayesian Segmentation Modeling for Longitudinal Epidemiological Studies

The coronavirus disease of 2019 (COVID-19) is a pandemic. To characterize its disease transmissibility, we propose a Bayesian change point detection model using daily actively infectious cases. Our model builds on a Bayesian Poisson segmented regression model that can 1) capture the epidemiological...

Descripción completa

Detalles Bibliográficos
Autores principales: Jiang, Shuang, Zhou, Quan, Zhan, Xiaowei, Li, Qiwei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7814850/
https://www.ncbi.nlm.nih.gov/pubmed/33469604
http://dx.doi.org/10.1101/2020.10.06.20208132