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Bayesian analysis reporting guidelines
JK Kruschke - Nature human behaviour, 2021 - nature.com
Previous surveys of the literature have shown that reports of statistical analyses often lack
important information, causing lack of transparency and failure of reproducibility. Editors and …
important information, causing lack of transparency and failure of reproducibility. Editors and …
Urban remote sensing with spatial big data: A review and renewed perspective of urban studies in recent decades
D Yu, C Fang - Remote Sensing, 2023 - mdpi.com
During the past decades, multiple remote sensing data sources, including nighttime light
images, high spatial resolution multispectral satellite images, unmanned drone images, and …
images, high spatial resolution multispectral satellite images, unmanned drone images, and …
Meta-analysis reveals declines in terrestrial but increases in freshwater insect abundances
Recent case studies showing substantial declines of insect abundances have raised alarm,
but how widespread such patterns are remains unclear. We compiled data from 166 long …
but how widespread such patterns are remains unclear. We compiled data from 166 long …
Outstanding challenges and future directions for biodiversity monitoring using citizen science data
There is increasing availability and use of unstructured and semi‐structured citizen science
data in biodiversity research and conservation. This expansion of a rich source of 'big …
data in biodiversity research and conservation. This expansion of a rich source of 'big …
Late Quaternary dynamics of Arctic biota from ancient environmental genomics
During the last glacial–interglacial cycle, Arctic biotas experienced substantial climatic
changes, yet the nature, extent and rate of their responses are not fully understood …
changes, yet the nature, extent and rate of their responses are not fully understood …
[SÁCH][B] Bayesian inference with INLA
V Gómez-Rubio - 2020 - taylorfrancis.com
The integrated nested Laplace approximation (INLA) is a recent computational method that
can fit Bayesian models in a fraction of the time required by typical Markov chain Monte …
can fit Bayesian models in a fraction of the time required by typical Markov chain Monte …
Accounting for individual‐specific variation in habitat‐selection studies: Efficient estimation of mixed‐effects models using Bayesian or frequentist computation
Popular frameworks for studying habitat selection include resource‐selection functions
(RSFs) and step‐selection functions (SSFs), estimated using logistic and conditional logistic …
(RSFs) and step‐selection functions (SSFs), estimated using logistic and conditional logistic …
Spatial modeling with R‐INLA: A review
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 …
can be challenging. Writing fast inference code for a complex spatial model with realistically …
[SÁCH][B] Advanced spatial modeling with stochastic partial differential equations using R and INLA
Modeling spatial and spatio-temporal continuous processes is an important and challenging
problem in spatial statistics. Advanced Spatial Modeling with Stochastic Partial Differential …
problem in spatial statistics. Advanced Spatial Modeling with Stochastic Partial Differential …
Effectiveness of the measures to flatten the epidemic curve of COVID-19. The case of Spain
After the cases of COVID-19 skyrocketed, showing that it was no longer possible to contain
the spread of the disease, the governments of many countries launched mitigation …
the spread of the disease, the governments of many countries launched mitigation …