Results 31 to 40 of about 5,509 (173)

Spatial modeling with R-INLA : a review [PDF]

, 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 ...
Bolin, David, Haakon Bakka, Håvard Rue, Finn Lindgren, Simpson, Daniel,, Rue, H\ue5vard, Illian, Janine B., Daniel Simpson, Riebler, A., Lindgren, Finn,, Simpson, D., Riebler, Andrea, Krainski, Elias,, Riebler, Andrea,, Krainski, Elias, Rue, Håvard,, Fuglstad, Geir Arne,, Elias Krainski, David Bolin, Bakka, Haakon,, Illian, J., Simpson, Daniel, Illian, Janine, Lindgren, Finn; id_orcid, Krainski, E., Illian, Janine B.,, Rue, Håvard, Janine Illian, Lindgren, F., Riebler, Andrea Ingeborg, Fuglstad, G. A., Fuglstad, Geir-arne, Geir‐Arne Fuglstad, Bakka, Haakon, Fuglstad, Geir Arne, Andrea Riebler, Bolin, David,, Rue, H., Lindgren, Finn, Krainski, Elias Teixeira   +39 more
core   +2 more sources

Spatiotemporal Modeling of Zoonotic Arbovirus Transmission in Northeastern Florida Using Sentinel Chicken Surveillance and Earth Observation Data

Remote Sensing, 2022
The irregular timing and spatial variation in the zoonotic arbovirus spillover from vertebrate hosts to humans and livestock present challenges to predicting spillover occurrence over time and across broader geographic areas, compromising effective ...
Lindsay P. Campbell, Robert P. Guralnick, Bryan V. Giordano, Mohamed F. Sallam, Amely M. Bauer, Yasmin Tavares, Julie M. Allen, Caroline Efstathion, Suzanne Bartlett, Randy Wishard, Rui-De Xue, Benjamin Allen, Miranda Tressler, Whitney Qualls, Nathan D. Burkett-Cadena   +14 more
doaj   +1 more source

Spatiotemporal modeling of ecological and sociological predictors of West Nile virus in Suffolk County, NY, mosquitoes

Ecosphere, 2017
Suffolk County, New York, is a locus for West Nile virus (WNV) infection in the American northeast that includes the majority of Long Island to the east of New York City.
Mark H. Myer, Scott R. Campbell, John M. Johnston   +2 more
doaj   +1 more source

A Spatiotemporal Prediction Model for Regional Scheduling of Shared Bicycles Based on the INLA Method

Journal of Advanced Transportation, 2021
Dock-less bicycle-sharing programs have been widely accepted as an efficient mode to benefit health and reduce congestions. And modeling and prediction has always been a core proposition in the field of transportation.
Zhuoran Yu, Yimeng Duan, Shen Zhang, Xin Liu, Kui Li   +4 more
doaj   +1 more source

Space-time mapping of wasting among children under the age of five years in Somalia from 2007 to 2010. [PDF]

, 2016
Objective To determine the sub-national seasonal prevalence and trends wasting from 2007 to 2010 among children under the age of five years in Somalia using remote sensing and household survey data from nutritional surveys by location.
Kinyoki, Damaris, Berkley, James, Kandala, Ngianga-Bakwin, Odundo, Elijah, Noor, Abdisalan, Moloney, Grainne   +5 more
core   +1 more source

Dynamic spatiotemporal modeling of the infected rate of visceral leishmaniasis in human in an endemic area of Amhara regional state, Ethiopia.

PLoS ONE, 2019
Visceral Leishmaniasis is a very dangerous form of leishmaniasis and, shorn of appropriate diagnosis and handling, it leads to death and physical disability.
Anteneh Asmare Godana, Samuel Musili Mwalili, George Otieno Orwa   +2 more
doaj   +1 more source

Mapping the risk of Rift Valley fever in Uganda using national seroprevalence data from cattle, sheep and goats.

PLoS Neglected Tropical Diseases, 2023
Uganda has had repeated outbreaks of Rift Valley fever (RVF) since March 2016 when human and livestock cases were reported in Kabale after a long interval.
Dan Tumusiime, Emmanuel Isingoma, Optato B Tashoroora, Deo B Ndumu, Milton Bahati, Noelina Nantima, Denis Rwabiita Mugizi, Christine Jost, Bernard Bett   +8 more
doaj   +1 more source

Fitting complex ecological point process models with integrated nested Laplace approximation [PDF]

, 2013
Summary 1. We highlight an emerging statistical method, integrated nested Laplace approximation (INLA), which is ideally suited for fitting complex models to many of the rich spatial data sets that ecologists wish to analyse. 2.
Gallego-Fernández, Juan B., Travis, Justin M. J., Illian, Janine Baerbel, Esquivias, M. Paz, Martino, Sara, Zunzunegui, Maria, Illian, Janine B., Warton, David, Sørbye, Sigrunn H., Travis, Justin M.   +9 more
core   +1 more source

Bayesian spatial modelling of geostatistical data using INLA and SPDE methods: A case study predicting malaria risk in Mozambique

, 2020
Bayesian spatial models are widely used to analyse data that arise in scientific disciplines such as health, ecology, and the environment. Traditionally, Markov chain Monte Carlo (MCMC) methods have been used to fit these type of models.
Noureen, Shahzeb Raja, Moraga, Paula, Morawiecki, Piotr, Wang, Fengpei, Inoue, Joshua, Dean, Christopher   +5 more
core   +1 more source

Geographic inequalities in health intervention coverage – mapping the composite coverage index in Peru using geospatial modelling

BMC Public Health, 2022
Background The composite coverage index (CCI) provides an integrated perspective towards universal health coverage in the context of reproductive, maternal, newborn and child health.
Leonardo Z. Ferreira, C. Edson Utazi, Luis Huicho, Kristine Nilsen, Fernando P. Hartwig, Andrew J. Tatem, Aluisio J. D. Barros   +6 more
doaj   +1 more source