Bayesian inverse ensemble forecasting for COVID‐19
Abstract Variations in strains of COVID‐19 have a significant impact on the rate of surges and on the accuracy of forecasts of the epidemic dynamics. The primary goal for this article is to quantify the effects of varying strains of COVID‐19 on ensemble forecasts of individual “surges.” By modelling the disease dynamics with an SIR model, we solve the ...
Kimberly Kroetch, Don Estep
wiley +1 more source
Bayesian Inference of Pathogen Phylogeography using the Structured Coalescent Model. [PDF]
Roberts I +3 more
europepmc +1 more source
A partial envelope approach for modelling multivariate spatial‐temporal data
Abstract In the new era of big data, modelling multivariate spatial‐temporal data is a challenging task due to both the high dimensionality of the features and complex associations among the responses across different locations and time points.
Reisa Widjaja +3 more
wiley +1 more source
AGILE (NCT04746183) is a Phase Ib/IIa platform, evaluating candidates to treat COVID‐19. Candidate Specific Trial 6 evaluated the safety and optimal dose of a novel intravenous formulation of favipiravir in a dose‐escalating, open‐label, randomized, controlled, Bayesian adaptive Phase Ib trial.
Tim Rowland +48 more
wiley +1 more source
A leptin-based Bayesian inference of a pro-satiety state reflects a basal circadian rhythm in women with obesity. [PDF]
Xiang Q, Khazaei S, Faghih RT.
europepmc +1 more source
Bayesian inference for generalized linear models via quasi-posteriors. [PDF]
Agnoletto D, Rigon T, Dunson DB.
europepmc +1 more source
Bayesian Inference for Drug Discovery by High Negative Samples and Oversampling. [PDF]
Le MH, Dao NA, Dang XT.
europepmc +1 more source
Changes in facial expressions can distinguish Parkinson's disease via Bayesian inference. [PDF]
Mouse M +6 more
europepmc +1 more source
Bayesian Inference of Phylogenetic Distances: Revisiting the Eigenvalue Approach. [PDF]
Penn MJ +4 more
europepmc +1 more source
Bayesian inference informed by parameter subset selection for a minimal PBPK brain model. [PDF]
Dadashova K +3 more
europepmc +1 more source

