Results 71 to 80 of about 7,865 (191)
Feral pigs (Sus scrofa) are important reservoirs for zoonotic and livestock pathogens in Australia, but robust information on the spatial distribution of pathogens in pig populations remains limited. We analysed serological data from a systematic, state‐wide surveillance program to investigate spatial heterogeneity in exposure to Brucella suis and ...
AJ Bengsen +10 more
wiley +1 more source
Spatial modelling with R-INLA: A review
Coming up with Bayesian models for spatial data is easy, but performing inference with them can be challenging. Writing fast inference code for a complex spatial model with realistically-sized datasets from scratch is time-consuming, and if changes are made to the model, there is little guarantee that the code performs well.
Bakka, Haakon +8 more
openaire +4 more sources
Summary of Predicted InlA lengths among 112 isolates.
Summary of Predicted InlA lengths among 112 isolates.
Craig T. Parker (37612) +4 more
core +1 more source
As extreme climatic events are becoming more frequent, we need to understand what mechanisms could buffer populations to ensure their persistence. Fragmented populations may be especially vulnerable, as exemplified by species with metapopulation dynamics whose persistence is determined by a precarious balance between frequent local extinctions and ...
Natalie E. van Dis +5 more
wiley +1 more source
A Primer for using INLA to Estimate Ground-Motion Models
This document provides a brief introduction int the use of the R package R-INLA for the development of empirical ground-motion ...
Nicolas Kuehn, Kuehn, Nicolas
core +1 more source
Abstract Young children (birth to age five) are uniquely vulnerable to environmental hazards due to their higher exposure relative to body weight, rapid physiological and neurological development, and strong reliance on caregivers for protection and care.
Siyu Liu +4 more
wiley +1 more source
Fast Bayesian Restoration of Poisson Corrupted Images with INLA
Photon-limited images are often seen in fields such as medical imaging. Although the number of collected photons on an image sensor statistically follows Poisson distribution, this type of noise is intractable, unlike Gaussian noise. In this study, we propose a Bayesian restoration method of Poisson corrupted image using Integrated Nested Laplace ...
Takahiro Kawashima, Hayaru Shouno
openaire +2 more sources
Abstract INTRODUCTION We estimated the associations between baseline social engagement and cognitive function and change among older adults in India, overall and by education. METHODS Data were from 3869 adults aged ≥ 60 years from the Longitudinal Aging Study in India—Diagnostic Assessment of Dementia Wave 1 (2017–2019) and Wave 2 (2022–2024 ...
Peiyao Zhu +5 more
wiley +1 more source
Scalable Bayesian Quantile Regression via EM and INLA: The EM-INLA Algorithm
We propose EM-INLA, a scalable algorithm for empirical-Bayes hierarchical quantile regression that combines the Expectation-Maximization (EM) algorithm with Integrated Nested Laplace Approximations (INLA). The method exploits the normal-exponential mixture representation of the Asymmetric Laplace Distribution (ALD) to reformulate each M-step as a ...
Taborda, Tomas Rodriguez +1 more
openaire +2 more sources
Modelación espacio-temporal de la incidencia acumulada de COVID-19 en municipios de Chiapas
El trabajo tiene como finalidad analizar la evolución de la tasa de incidencia acumulada de COVID-19 en los municipios de Chiapas, entre los meses de Febrero a Julio del año 2020, a partir de la aplicación de tres modelos bayesianos jerárquicos espacio ...
Gerardo Núñez Medina
doaj +1 more source

