Exploring Dengue Dynamics: A Multi-Scale Analysis of Spatio-Temporal Trends in Ibagué, Colombia
Our study examines how dengue fever incidence is associated with spatial (demographic and socioeconomic) alongside temporal (environmental) factors at multiple scales in the city of Ibagué, located in the Andean region of Colombia.
Julian Otero +2 more
doaj +1 more source
This study introduces a multivariate extension to the class of stochastic volatility models, employing integrated nested Laplace approximations (INLA) for estimation. Bayesian methods for estimating stochastic volatility models through Markov Chain Monte Carlo (MCMC) can become computationally burdensome or inefficient as the dataset size and problem ...
João Pedro Coli de Souza Monteneri Nacinben +1 more
openaire +2 more sources
Misclassified variables used in regression models, either as a covariate or as the response, may lead to biased estimators and incorrect inference. Even though Bayesian models to adjust for misclassification error exist, it has not been shown how these models can be implemented using integrated nested Laplace approximation (INLA), a popular framework ...
Skarstein, Emma +3 more
openaire +2 more sources
Neighborhood spikes in drug and alcohol overdoses and subsequent suicide: A serial cross-sectional study of California ZIP codes. [PDF]
Pear VA +4 more
europepmc +1 more source
Spatial bayesian modeling of diabetes mellitus (DM) risk in the United States. [PDF]
Asori M +3 more
europepmc +1 more source
Spatial Difference-in-Differences with Bayesian Disease Mapping Models. [PDF]
Bonander C, Blangiardo M, Strömberg U.
europepmc +1 more source
Bayesian joint spatiotemporal modelling of primary infection and reinfection of HFMD at county level in Jiangsu, China, 2009-2023. [PDF]
Wang W +9 more
europepmc +1 more source
Non-rheumatic calcific aortic valve disease in China: findings from the Global Burden of Disease study 2021. [PDF]
Tian H +5 more
europepmc +1 more source
Global, regional and national burden of colorectal cancer and its risk factors, 1990-2021: a systematic analysis for the GBD 2021. [PDF]
Zeng X +7 more
europepmc +1 more source
Spatio-temporal distribution, prediction and relationship of three major acute cardiovascular events: Out-of-hospital cardiac arrest, ST-elevation myocardial infarction and stroke. [PDF]
Auricchio A +8 more
europepmc +1 more source

