Results 151 to 160 of about 10,870,567 (191)

A new avenue for Bayesian inference with INLA [PDF]

open access: yesComputational Statistics and Data Analysis, 2023
Integrated Nested Laplace Approximations (INLA) has been a successful approximate Bayesian inference framework since its proposal by Rue et al. (2009).
Janet Van Niekerk   +2 more
exaly   +2 more sources

Bayesian computing with INLA: New features [PDF]

open access: yesComputational Statistics and Data Analysis, 2013
The INLA approach for approximate Bayesian inference for latent Gaussian models has been shown to give fast and accurate estimates of posterior marginals and also to be a valuable tool in practice via the R-package R-INLA.
Daniel Simpson   +2 more
exaly   +3 more sources

Multilevel Bivariate Areal Modelling for School Data: An Application with R-INLA [PDF]

open access: yes
This paper studies the relationship between the territorial endowment of school infrastructure and services in Italy and the performance of high school students, expressed by the Invalsi scores for the second year of high school, by means of spatial ...
Leonardo Cefalo, Virgilio Gómez-Rubio
openaire   +2 more sources

Bayesian spatiotemporal modelling analysis of hemorrhagic fever with renal syndrome outbreaks in China using R‐INLA

Zoonoses and Public Health, 2022
AbstractHemorrhagic fever with renal syndrome (HFRS) is a category B infectious disease caused by Hantavirus infection, which can cause acute kidney injury and has a high mortality rate. At present, China is the country most severely afflicted by HFRS in the world, and it is critical to carry out efficient HFRS prevention and management in a scientific
Jiaqi, Teng   +4 more
openaire   +2 more sources

Seal encounters at sea: A contemporary spatial approach using R-INLA

Ecological Modelling, 2014
Acoustic telemetry is an active field of research integral to the study of marine life. The latest generation of acoustic tags is making available new types of data. As part of the Ocean Tracking Network (OTN) (www.oceantrackingnework.org) acoustic tags known as VEMCO Mobile Transceivers (VMTs) (www.vemco.com) are being deployed on Sable Island grey ...
Stuart Carson, Joanna Mills Flemming
openaire   +1 more source

Spatial Bayesian distributed lag non-linear models with R-INLA

International Journal of Epidemiology
M.Q.-Z. and J.B. gratefully acknowledge funding from the European Union's Horizon 2020 and Horizon Europe research and innovation programmes under grant agreement nos 865564 (European Research Council Consolidator Grant EARLY-ADAPT, https://www.early-adapt.eu/), 101069213 (European Research Council Proof-of-Concept HHS-EWS), and 101123382 ...
Marcos Quijal-Zamorano   +3 more
openaire   +4 more sources

Bayesian survival analysis with INLA [PDF]

open access: yesStatistics in Medicine
This tutorial shows how various Bayesian survival models can be fitted using the integrated nested Laplace approximation in a clear, legible, and comprehensible manner using the INLA and INLAjoint R-packages. Such models include accelerated failure time,
Danilo Alvares   +2 more
exaly   +6 more sources

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