Results 101 to 110 of about 3,308,371 (168)

Spatiotemporal analysis of leptospirosis in Colombia from 2007 to 2021. An environmental health metrics approach

Critical Public Health
Leptospirosis is a global zoonosis and environmental health problem because of its strong association with environmental factors. Although spatiotemporal statistics can estimate area-specific risk indicators, very few spatiotemporal analyses are done at ...
Javier Cortes-Ramirez, Juan Diego Wilches-Vega, Sarker Parvez, Nestor Fabian Galvis-Serrano, Holver Smith Parada-Jurado, Juan David Gutierrez   +5 more
doaj   +1 more source

A flexible multi-scale spatio-temporal modeling approach for disentangling meteorological and anthropogenic drivers of air pollution

International Journal of Applied Earth Observations and Geoinformation
Geographical systems are inherently hierarchical, involving potential cross-scale interactions, as well as spatial dependencies and heterogeneities at each level of the geographic hierarchy.
Dongyang Yang, Guanpeng Dong
doaj   +1 more source

Spatial modelling of the relative risk of HIV/AIDS and associated risk factors in South Africa using integrated nested Laplace approximations

Scientific African
The coalescence of Human Immunodeficiency Virus (HIV), Tuberculosis (TB), and substance abuse in South Africa presents a multifaceted public health challenge.
Emmanuel Fundisi, Moses Asori
doaj   +1 more source

Integrating spatial data science and bayesian INLA modeling for waste generation assessment in Bali

Discover Sustainability
Solid waste management remains a pressing environmental concern in rapidly developing regions such as Bali, where population growth and tourism expansion intensify waste generation pressures.
Vijaya Isnaniawardhani, Rezzy Eko Caraka, Iman Hernaman, Eulis Tanti Marlina, Dudi Dudi, Cecep Firmansyah, Aisjah Sundawati, Prana Ugiana Gio, Bens Pardamean   +8 more
doaj   +1 more source

Spatial seismic point pattern analysis with Integrated Nested Laplace Approximation

, 2020
This paper proposes the use of Integrated Nested Laplace Approximation (Rue et al., 2009) to describe the spatial displacement of earthquake data. Specifying a hiechical structure of the data and parameters, an inhomogeneuos Log-Gaussian Cox Processes ...
Giada Adelfio, Antonino Abbruzzo, Nicoletta D'Angelo   +2 more
core  

Spatial variability and uncertainty associated with soil moisture content using INLA-SPDE combined with PyMC3 probability programming

Scientific Reports
Spatial variability and uncertainty associated with soil volumetric moisture content (SVMC) is crucial in moisture prediction accuracy, this paper sets out to address this point of SVMC by developing data-driven model.
Yujian Yang, Xueqin Tong
doaj   +1 more source

State Space Models in R [PDF]

We give an overview of some of the software tools available in R, either as built- in functions or contributed packages, for the analysis of state space models.
Sonia Petrone, Giovanni Petris
core  

Approximate Bayesian Inference for Structural Equation Models using Integrated Nested Laplace Approximations [PDF]

Markov chain Monte Carlo (MCMC) methods remain the mainstay of Bayesian estimation of structural equation models (SEM); however they often incur a high computational cost.
Jamil, Haziq, Rue, Haavard
core   +1 more source

A Bayesian spline-augmented piecewise exponential model with spatial frailty for under-five mortality in Nigeria. [PDF]

Front Epidemiol
Omaku PE, Braimah JO, Correa FM.
europepmc   +1 more source

Advancing multilevel Bayesian networks with efficient Bayesian inference. [PDF]

Stat Methods Med Res
Yirdaw BE, Debusho LK, van Niekerk J, Rue H.   +3 more
europepmc   +1 more source