A Bayesian space–time model for clustering areal units based on their disease trends [PDF]
, 2018 Population-level disease risk across a set of non-overlapping areal units varies in space and time, and a large research literature has developed methodology for identifying clusters of areal units exhibiting elevated risks.
Lawson, Andrew +3 more
core +2 more sources
Scientific Reports, 2021 Occupational and environmental associations with systemic sclerosis (SSc) have been confirmed; however, the association between aerosol components and mortality is uncertain.
Chingching Foocharoen +4 more
doaj +1 more source
Bayesian joint models with INLA exploring marine mobile predator-prey and competitor species habitat overlap [PDF]
, 2017 EPSRC grant Ecowatt 2050 EP/K012851/1 ACKNOWLEDGMENTS We would like to thank the associate editor and the anonymous reviewers for their useful and constructive suggestions which led to a considerable improvement of the manuscript.
Dominicis, Michela De +5 more
core +2 more sources
Benefits of spatio-temporal modelling for short term wind power forecasting at both individual and aggregated levels [PDF]
, 2017 The share of wind energy in total installed power capacity has grown rapidly in recent years around the world. Producing accurate and reliable forecasts of wind power production, together with a quantification of the uncertainty, is essential to ...
Ackermann +43 more
core +3 more sources
The rational SPDE approach for Gaussian random fields with general smoothness [PDF]
, 2019 A popular approach for modeling and inference in spatial statistics is to represent Gaussian random fields as solutions to stochastic partial differential equations (SPDEs) of the form $L^{\beta}u = \mathcal{W}$, where $\mathcal{W}$ is Gaussian white ...
Bolin, David, Kirchner, Kristin
core +2 more sources
Natural environments and suicide mortality in the Netherlands: a cross-sectional, ecological study [PDF]
, 2018 Background: Natural outdoor environments, such as green spaces (ie, grass, forests, or parks), blue spaces (ie, visible bodies of fresh or salt water), and coastal proximity, have been increasingly shown to promote mental health.
de Beurs, Derek +4 more
core +2 more sources
Bayesian modeling of the temporal evolution of seismicity using the ETAS.inlabru package
Frontiers in Applied Mathematics and Statistics, 2023 The epidemic type aftershock sequence (ETAS) model is widely used to model seismic sequences and underpins operational earthquake forecasting (OEF).
Mark Naylor +4 more
doaj +1 more source
Approximate Bayesian Model Selection with the Deviance Statistic [PDF]
, 2015 Bayesian model selection poses two main challenges: the specification of parameter priors for all models, and the computation of the resulting Bayes factors between models.
Bové, Daniel Sabanés +2 more
core +1 more source
Conservation Science and Practice, 2020 Endemic species face a variety of threats including predation from non‐native invaders. In some cases, however, invasive species can be managed by directly suppressing populations, and tracking technologies that allow researchers to identify movement ...
Lee F.G. Gutowsky +9 more
doaj +1 more source
meta4diag: Bayesian Bivariate Meta-Analysis of Diagnostic Test Studies for Routine Practice
Journal of Statistical Software, 2018 This paper introduces the R package meta4diag for implementing Bayesian bivariate meta-analyses of diagnostic test studies. Our package meta4diag is a purpose-built front end of the R package INLA.
Jingyi Guo, Andrea Riebler
doaj +1 more source