Results 21 to 30 of about 21,991 (210)

Predicting spatio-temporal dynamics of dengue using INLA (integrated nested laplace approximation) in Yogyakarta, Indonesia. [PDF]

BMC Public Health
Dengue is a mosquito-borne disease caused by the dengue virus, primarily transmitted by Aedes aegypti and Aedes albopictus. Its incidence fluctuates due to spatial and temporal factors, necessitating robust modeling approaches for prediction and risk ...
Salim MF, Satoto TBT, Danardono.
europepmc   +2 more sources

Spatial modeling with R‐INLA: A review [PDF]

WIREs Computational Statistics, 2018
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, Rue, Håvard, Fuglstad, Geir-Arne, Riebler, Andrea, Bolin, David, Illian, Janine, Krainski, Elias, Simpson, Daniel, Lindgren, Finn   +8 more
openaire   +4 more sources

INLA or MCMC? A Tutorial and Comparative Evaluation for Spatial Prediction in log-Gaussian Cox Processes [PDF]

, 2012
We investigate two options for performing Bayesian inference on spatial log-Gaussian Cox processes assuming a spatially continuous latent field: Markov chain Monte Carlo (MCMC) and the integrated nested Laplace approximation (INLA). We first describe the
Diggle, Peter J., Taylor, Benjamin M.
core   +1 more source

Spatial field reconstruction with INLA

Astronomy & Astrophysics, 2023
Aims. Monte Carlo radiative transfer (MCRT) simulations are a powerful tool for understanding the role of dust in astrophysical systems and its influence on observations. However, due to the strong coupling of the radiation field and medium across the whole computational domain, the problem is non-local and non-linear, and such simulations are ...
Smole, Majda, Rino-Silvestre, João, González-Gaitán, Santiago, Stalevski, Marko   +3 more
openaire   +2 more sources

Bayesian Inference for Multivariate Spatial Models with INLA

The R Journal, 2023
Bayesian methods and software for spatial data analysis are generally now well established in the scientific community. Despite the wide application of spatial models, the analysis of multivariate spatial data using R-INLA has not been widely described in the existing literature.
Palmí-Perales, Francisco, Gómez-Rubio, Virgilio, Bivand, Roger S, Cameletti, Michela, Rue, Haavard   +4 more
openaire   +3 more sources

Interpolating climate variables by using INLA and the SPDE approach

International Journal of Climatology, 2023
Gridded observational products of the main climate parameters are essential in climate science. Current interpolation approaches, implemented to derive such products, often lack of a proper uncertainty propagation and representation.
G. Fioravanti, Sara Martino, M. Cameletti, A. Toreti   +3 more
semanticscholar   +1 more source

The Majority of Genotypes of the Virulence Gene inlA Are Intact among Natural Watershed Isolates of Listeria monocytogenes from the Central California Coast. [PDF]

PLoS ONE, 2016
Internalin A is an essential virulence gene involved in the uptake of the foodborne pathogen Listeria monocytogenes into host cells. It is intact in clinical strains and often truncated due to Premature Stop Codons (PMSCs) in isolates from processed ...
Lisa Gorski, Craig T Parker, Anita S Liang, Samarpita Walker, Kelly F Romanolo   +4 more
doaj   +1 more source

A Bayesian spatio-temporal model of panel design data: airborne particle number concentration in Brisbane, Australia [PDF]

, 2013
This paper outlines a methodology for semi-parametric spatio-temporal modelling of data which is dense in time but sparse in space, obtained from a split panel design, the most feasible approach to covering space and time with limited equipment. The data
Box G. E. P., Cleveland R. B., Cleveland W. S., Hastie T. J., Health Effects Institute, Matheron G., Rue H.   +6 more
core   +2 more sources

Spatial Data Analysis with R-INLA with Some Extensions

Journal of Statistical Software, 2015
The integrated nested Laplace approximation (INLA) provides an interesting way of approximating the posterior marginals of a wide range of Bayesian hierarchical models.
Roger Bivand, Virgilio Gómez-Rubio, Håvard Rue   +2 more
doaj   +1 more source

Placental syncytiotrophoblast constitutes a major barrier to vertical transmission of Listeria monocytogenes. [PDF]

, 2010
Listeria monocytogenes is an important cause of maternal-fetal infections and serves as a model organism to study these important but poorly understood events. L.
A Beham, A Le Monnier, A Moffett, A Shen, AI Bakardjiev, AI Bakardjiev, AI Bakardjiev, AJ Teberg, AM Carter, Anna I. Bakardjiev, AV Lallemand, B Swaminathan, BF King, C Coutifaris, C Floridon, C Kocks, C Sundstrom, CA Kirkbride, CD Ockleford, DA Drevets, DA Drevets, DA Portnoy, DA Portnoy, David S. Schneider, DK Bishop, E Maidji, E Mylonakis, EG Pamer, G Scheuner, H Bierne, H Koi, HM Cobe, IJ Glomski, J Mengaud, J Skoble, J Trowsdale, JA Theriot, Jennifer R. Robbins, JR Robbins, K Benirschke, K Red-Horse, K Red-Horse, Kasia M. Skrzypczynska, KS Kim, L Forner, L Vicovac, LG Tilney, LM Brown, M Berryman, M Lecuit, M Lecuit, M Lecuit, M O'Riordan, M Pentecost, Mirhan Kapidzic, NM Hunkapiller, O Disson, O Genbacev, O Genbacev, O Genbacev, P Cossart, PB Medawar, PD Barnes, PM Drake, RK Miller, RL Goldenberg, S Fisher, S Jones, S Kaur, S Notermans, SJ Cantle, SJ Fisher, SJ Fisher, SR Sooranna, T Kajii, T Rajabian, T Wollert, TH Schiebler, Varvara B. Zeldovich, Y Huang, Y Shen, Y Zhou, Z Vacek   +82 more
core   +3 more sources