Bayesian statistics and modelling
Bayesian statistics is an approach to data analysis based on Bayes' theorem, where
available knowledge about parameters in a statistical model is updated with the information …
available knowledge about parameters in a statistical model is updated with the information …
The JASP guidelines for conducting and reporting a Bayesian analysis
Despite the increasing popularity of Bayesian inference in empirical research, few practical
guidelines provide detailed recommendations for how to apply Bayesian procedures and …
guidelines provide detailed recommendations for how to apply Bayesian procedures and …
Predictive performance of presence‐only species distribution models: a benchmark study with reproducible code
R Valavi, G Guillera‐Arroita… - Ecological …, 2022 - Wiley Online Library
Species distribution modeling (SDM) is widely used in ecology and conservation. Currently,
the most available data for SDM are species presence‐only records (available through …
the most available data for SDM are species presence‐only records (available through …
Vorasidenib and ivosidenib in IDH1-mutant low-grade glioma: a randomized, perioperative phase 1 trial
IK Mellinghoff, M Lu, PY Wen, JW Taylor, EA Maher… - Nature medicine, 2023 - nature.com
Vorasidenib and ivosidenib inhibit mutant forms of isocitrate dehydrogenase (mIDH) and
have shown preliminary clinical activity against m IDH glioma. We evaluated both agents in …
have shown preliminary clinical activity against m IDH glioma. We evaluated both agents in …
Measurement of SARS-CoV-2 RNA in wastewater tracks community infection dynamics
We measured severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) RNA
concentrations in primary sewage sludge in the New Haven, Connecticut, USA, metropolitan …
concentrations in primary sewage sludge in the New Haven, Connecticut, USA, metropolitan …
Mapping global trends in vaccine confidence and investigating barriers to vaccine uptake: a large-scale retrospective temporal modelling study
A De Figueiredo, C Simas, E Karafillakis, P Paterson… - The Lancet, 2020 - thelancet.com
Background There is growing evidence of vaccine delays or refusals due to a lack of trust in
the importance, safety, or effectiveness of vaccines, alongside persisting access issues …
the importance, safety, or effectiveness of vaccines, alongside persisting access issues …
Rank-normalization, folding, and localization: An improved R ̂ for assessing convergence of MCMC (with discussion)
Abstract Markov chain Monte Carlo is a key computational tool in Bayesian statistics, but it
can be challenging to monitor the convergence of an iterative stochastic algorithm. In this …
can be challenging to monitor the convergence of an iterative stochastic algorithm. In this …
Recent and future declines of a historically widespread pollinator linked to climate, land cover, and pesticides
WM Janousek, MR Douglas… - Proceedings of the …, 2023 - National Acad Sciences
The acute decline in global biodiversity includes not only the loss of rare species, but also
the rapid collapse of common species across many different taxa. The loss of pollinating …
the rapid collapse of common species across many different taxa. The loss of pollinating …
Global, regional, and national estimates of pneumonia morbidity and mortality in children younger than 5 years between 2000 and 2015: a systematic analysis
Background Global child mortality reduced substantially during the Millennium Development
Goal period (2000–15). We aimed to estimate morbidity, mortality, and prevalence of risk …
Goal period (2000–15). We aimed to estimate morbidity, mortality, and prevalence of risk …
[HTML][HTML] An assessment of the global impact of 21st century land use change on soil erosion
Human activity and related land use change are the primary cause of accelerated soil
erosion, which has substantial implications for nutrient and carbon cycling, land productivity …
erosion, which has substantial implications for nutrient and carbon cycling, land productivity …