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Spatial and spatio-temporal models with R-INLA
During the last three decades, Bayesian methods have developed greatly in the field of
epidemiology. Their main challenge focusses around computation, but the advent of Markov …
epidemiology. Their main challenge focusses around computation, but the advent of Markov …
Species distribution modeling: a statistical review with focus in spatio-temporal issues
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 …
species distribution behavior. This complexity has made the inferential and predictive …
Bayesian geostatistical modeling of leishmaniasis incidence in Brazil
DA Karagiannis-Voules, RGC Scholte… - PLoS neglected …, 2013 - journals.plos.org
Background Leishmaniasis is endemic in 98 countries with an estimated 350 million people
at risk and approximately 2 million cases annually. Brazil is one of the most severely affected …
at risk and approximately 2 million cases annually. Brazil is one of the most severely affected …
Spatio‐temporal occupancy models with INLA
Modern methods for quantifying, predicting and map** species distributions have played
a crucial part in biodiversity conservation. Occupancy models have become a popular …
a crucial part in biodiversity conservation. Occupancy models have become a popular …
A joint model for the estimation of species distributions and environmental characteristics from point-referenced data
M Viljanen, L Tostrams, N Schoffelen… - Plos one, 2024 - journals.plos.org
Background Predicting and explaining species occurrence using environmental
characteristics is essential for nature conservation and management. Species distribution …
characteristics is essential for nature conservation and management. Species distribution …
Spatiotemporal Bayesian modeling of West Nile virus: Identifying risk of infection in mosquitoes with local-scale predictors
Monitoring and control of West Nile virus (WNV) presents a challenge to state and local
vector control managers. Models of mosquito presence and viral incidence have revealed …
vector control managers. Models of mosquito presence and viral incidence have revealed …
Bayesian spatio-temporal models for map** urban pedestrian traffic
M Zaouche, NWF Bode - Journal of transport geography, 2023 - Elsevier
Understanding the distribution of traffic in time and space over available infrastructure is a
fundamental problem in transportation research. However, pedestrian activity is rarely …
fundamental problem in transportation research. However, pedestrian activity is rarely …
Two-stage Bayesian model to evaluate the effect of air pollution on chronic respiratory diseases using drug prescriptions
Exposure to high levels of air pollutant concentration is known to be associated with
respiratory problems which can translate into higher morbidity and mortality rates. The link …
respiratory problems which can translate into higher morbidity and mortality rates. The link …
Predicting the success of entrepreneurial campaigns in crowdfunding: a spatio-temporal approach
As an alternative to traditional venture capital investment, crowdfunding has emerged as a
novel method and potentially disruptive innovation for financing a variety of new …
novel method and potentially disruptive innovation for financing a variety of new …
Combining multiple data sets to unravel the spatiotemporal dynamics of a data-limited fish stock
The biological status of many commercially exploited fishes remains unknown, mostly due to
a lack of data necessary for their assessment. Investigating the spatiotemporal dynamics of …
a lack of data necessary for their assessment. Investigating the spatiotemporal dynamics of …