Spatial modeling with R‐INLA: A review

H Bakka, H Rue, GA Fuglstad, A Riebler… - Wiley …, 2018 - Wiley Online Library
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 …

Species distribution modeling: a statistical review with focus in spatio-temporal issues

J Martínez-Minaya, M Cameletti, D Conesa… - … research and risk …, 2018 - Springer
The use of complex statistical models has recently increased substantially in the context of
species distribution behavior. This complexity has made the inferential and predictive …

The basis function approach for modeling autocorrelation in ecological data

TJ Hefley, KM Broms, BM Brost, FE Buderman… - Ecology, 2017 - Wiley Online Library
Analyzing ecological data often requires modeling the autocorrelation created by spatial and
temporal processes. Many seemingly disparate statistical methods used to account for …

Map** disparities in education across low-and middle-income countries

Nature, 2020 - nature.com
Educational attainment is an important social determinant of maternal, newborn, and child
health,–. As a tool for promoting gender equity, it has gained increasing traction in popular …

Evaluating a Bayesian modelling approach (INLA-SPDE) for environmental map**

J Huang, BP Malone, B Minasny, AB McBratney… - Science of the Total …, 2017 - Elsevier
Understanding the uncertainty in spatial modelling of environmental variables is important
because it provides the end-users with the reliability of the maps. Over the past decades …

Spatio-temporal log-Gaussian Cox processes for modelling wildfire occurrence: the case of Catalonia, 1994–2008

L Serra, M Saez, J Mateu, D Varga, P Juan… - … and ecological statistics, 2014 - Springer
Wildfires have become one of the principal environmental problems in the Mediterranean
basin. While fire plays an important role in most terrestrial plant ecosystems, the potential …

[HTML][HTML] Residential radon and cancer mortality in Galicia, Spain

G López-Abente, O Núñez… - Science of the Total …, 2018 - Elsevier
Residential radon exposure is a serious public health concern, and as such appears in the
recommendations of European Code Against Cancer. The objective of this study was to …

Dynamic spatio-temporal models for spatial data

TJ Hefley, MB Hooten, EM Hanks, RE Russell… - Spatial statistics, 2017 - Elsevier
Analyzing spatial data often requires modeling dependencies created by a dynamic spatio-
temporal data generating process. In many applications, a generalized linear mixed model …