Integrated nested laplace approximation

Results 111 to 120 of about 3,106 (192)

Validating a Bayesian Spatio-Temporal Model to Predict La Crosse Virus Human Incidence in the Appalachian Mountain Region, USA

Microorganisms
La Crosse virus (LACV) is a rare cause of pediatric encephalitis, yet identifying and mitigating transmission foci is critical to detecting additional cases.
Maggie McCarter +6 more
doaj +1 more source

Spatial data fusion adjusting for preferential sampling using integrated nested Laplace approximation and stochastic partial differential equation [PDF]

Spatially misaligned data can be fused by using a Bayesian melding model that assumes that underlying all observations there is a spatially continuous Gaussian random field.
Moraga, Paula +2 more
core +1 more source

Spatiotemporal analysis of leptospirosis in Colombia from 2007 to 2021. An environmental health metrics approach

Critical Public Health
Leptospirosis is a global zoonosis and environmental health problem because of its strong association with environmental factors. Although spatiotemporal statistics can estimate area-specific risk indicators, very few spatiotemporal analyses are done at ...
Javier Cortes-Ramirez +5 more
doaj +1 more source

Spatial models for infants HIV/AIDS incidence using an integrated nested laplace approximation approach [PDF]

, 2019
A thesis submitted in partial fulfilment of the requirements for the Degree of Master of Science in Statistical Sciences (MSc.SS) at Strathmore UniversityBackground: Kenya has made significant progress in the elimination of mother to child transmission ...
Mutua, Susan Nzula
core

Bayesian spatio-temporal analysis of the COVID-19 pandemic in Catalonia

Scientific Reports
In this study, we modelled the incidence of COVID-19 cases and hospitalisations by basic health areas (ABS) in Catalonia. Spatial, temporal and spatio-temporal incidence trends were described using estimation methods that allow to borrow strength from ...
Pau Satorra, Cristian Tebé
doaj +1 more source

The association of climate-induced stressors on risk of negative sentiment: An analysis from 462 million geotagged tweets in Europe

iScience
Summary: This study examines how climate-induced health risks influence negative sentiments on European social tweets from 2015 to 2022. Analyzing over 400 million tweets using NLP tools (NLTK, LIWC22) and spatial-temporal aggregation at the NUTS2 weekly
Tareq Al-Ahdal +10 more
doaj +1 more source

Pemodelan Kemiskinan di Jawa Menggunakan Bayesian Spasial Probit Pendekatan Integrated Nested Laplace Approximation [PDF]

, 2019
Kemiskinan merupakan masalah yang kompleks dan bersifat multidimensi sehingga menjadi prioritas pembangunan. Upaya yang dilakukan untuk mendeteksi masalah kemiskinan ini adalah dengan menentukan model dan metode yang dapat mengidentifikasi faktor-faktor ...
Maulina, Retsi Firda
core

Approximate Bayesian Inference for Structural Equation Models using Integrated Nested Laplace Approximations

Markov chain Monte Carlo (MCMC) methods remain the mainstay of Bayesian estimation of structural equation models (SEM), though they often incur a high computational cost. We present a bespoke approximate Bayesian approach to SEM, drawing on ideas from the integrated nested Laplace approximation (INLA, Rue et al., 2009, J. R. Stat. Soc.
Jamil, Haziq, Rue, Håvard
openaire +2 more sources

Automated Detection of Infectious Disease Outbreaks [PDF]

, 2010
Manitz, Juliane
core +1 more source

High‐Frequency Ground Motions of Earthquakes Correlate With Fault Network Complexity

Geophysical Research Letters
Understanding the generation of damaging, high‐frequency ground motions during earthquakes is essential both for fundamental science and for effective hazard preparation.
Avigyan Chatterjee +4 more
doaj +1 more source

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