Results 111 to 120 of about 8,734 (183)

Exploring HIV hotspots in Zambia and Zimbabwe: an analysis using the INLA-SPDE approach

In 2021, 25.6 million people living with HIV/AIDS resided in Sub-Saharan Africa (1). HIV is still a relevant topic, which explains why 10 of the 17 SDGs include actions and targets which can aid the most affected populations.
Chibuzor Christopher Nnanatu, Anna Maria Parroco, Micaela Arcaio   +2 more
core  

BARTSIMP: Flexible spatial covariate modeling and prediction using Bayesian Additive Regression Trees. [PDF]

Spat Spatiotemporal Epidemiol
Jiang AZ, Wakefield J.
europepmc   +1 more source

Inference for Stationary Log-Gaussian Cox Point Processes using Bayesian Deep Learning: Application to Human Oral Microbiome Image Data. [PDF]

Spat Stat
Wang S, Wikle CK, Micheas AC, Welch JLM, Starr JR, Lee KH.   +5 more
europepmc   +1 more source

Finite Difference Approximation for Linear Stochastic Partial Differential Equations with Method of Lines

A stochastic partial differential equation, or SPDE, describes the dynamics of a stochastic process defined on a space-time continuum. This paper provides a new method for solving SPDEs based on the method of lines (MOL).
McDonald, Stuart
core  

Spatio-temporal modelling of COVID-19 infection and associated risk factors in Dakar, Senegal. [PDF]

PLOS Glob Public Health
Gadiaga AN, Tine MW, Diene AN, Linard C, Speybroeck N, Yankey O, Chaudhuri S, Nnanatu CC, Cleary E, Lai S, Lazar AN, Tatem AJ.   +11 more
europepmc   +1 more source

Differential expression analysis for spatially correlated data using smiDE. [PDF]

Genome Biol
Vasconcelos AG, McGuire D, Simon N, Danaher P, Shojaie A.   +4 more
europepmc   +1 more source

Bayesian spatiotemporal stochastic partial differential equation for high-resolution earthquake magnitude mapping: Application to Sumatra Island, Indonesia. [PDF]

MethodsX
Azuri DF, Jaya IGNM, Rosandi Y.
europepmc   +1 more source

Spatiotemporal impact of urban development on nighttime light intensity and its hotspot distribution. [PDF]

PLoS One
Chang TC, Tang JH, Chan TC.
europepmc   +1 more source

Distributed inference with INLA

Distributed inference is often used to reduce computational costs and memory usage, but it is also essential in cases where processing all the data jointly is not feasible.
Figueira, Mario
core  

Identifying Ecological Corridors of the Bush Cricket <i>Saga pedo</i> in Fragmented Landscapes. [PDF]

Insects
Della Rocca F, Repetto E, De Caria L, Milanesi P.   +3 more
europepmc   +1 more source