Results 31 to 40 of about 20,297 (180)
Computer model calibration with large non-stationary spatial outputs: application to the calibration of a climate model [PDF]
, 2018 Bayesian calibration of computer models tunes unknown input parameters by comparing outputs with observations. For model outputs that are distributed over space, this becomes computationally expensive because of the output size.
Alexander M. J. +6 more
core +2 more sources
Journal of Geospatial Science and AnalyticsClimate change studies inherently involve spatial, temporal, and regional dimensions, while the blue economy’s sustainability is significantly influenced by global climate factors.
Athalia Christina +2 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
Bayesian Multivariate Spatial Models for Lattice Data with INLA
Journal of Statistical Software, 2021 The INLAMSM package for the R programming language provides a collection of multivariate spatial models for lattice data that can be used with the INLA package for Bayesian inference. The multivariate spatial models implemented include different struc-tures to model the spatial variation of the variables and the between-variables variability.
Palmí-Perales, Francisco +2 more
openaire +4 more sources
International Journal of Applied Mathematics, Sciences, and Technology for National DefenseThe number of malaria cases in Indonesia has increased in recent years. The highest malaria cases in Indonesia are in the eastern region, namely Papua Province, where in 2021 there were 86,022 cases.
Kirana Azzahra +2 more
doaj +1 more source
PLoS Pathogens, 2012 Intestinal Listeria monocytogenes infection is not efficient in mice and this has been attributed to a low affinity interaction between the bacterial surface protein InlA and E-cadherin on murine intestinal epithelial cells. Previous studies using either
Elsa N Bou Ghanem +5 more
doaj +1 more source
Improving the INLA approach for approximate Bayesian inference for latent Gaussian models
, 2015 We introduce a new copula-based correction for generalized linear mixed models (GLMMs) within the integrated nested Laplace approximation (INLA) approach for approximate Bayesian inference for latent Gaussian models.
Ferkingstad, Egil, Rue, Håvard
core +1 more source
Estimating the Expected Value of Partial Perfect Information in Health Economic Evaluations using Integrated Nested Laplace Approximation [PDF]
, 2016 The Expected Value of Perfect Partial Information (EVPPI) is a decision-theoretic measure of the "cost" of parametric uncertainty in decision making used principally in health economic decision making.
Baio G +8 more
core +2 more sources
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
Thermodynamically reengineering the listerial invasion complex InlA/E-cadherin [PDF]
Proceedings of the National Academy of Sciences, 2007 Biological processes essentially all depend on the specific recognition between macromolecules and their interaction partners. Although many such interactions have been characterized both structurally and biophysically, the thermodynamic effects of small atomic changes remain poorly understood.
Wollert, Thomas +2 more
openaire +3 more sources