4 papers
On Asymptotic Outlier Rejection in Bayesian Mixed Poisson Regression Models Under Extreme Target and Covariate Values
Ilaria Pia, Jarno Vanhatalo
Bayesian models are defined to be fully robust against outliers if observations infinitely far from the other data do not influence the posterior. In regression models, this entail…
Bayesian Calibration and Uncertainty Quantification for a Large Nutrient Load Impact Model
Karel Kaurila, Risto Lignell, Frede Thingstad +2
Nutrient load simulators are large, deterministic, models that simulate the hydrodynamics and biogeochemical processes in aquatic ecosystems. They are central tools for planning co…
Integrated population model reveals human and environment driven changes in Baltic ringed seal (Pusa hispida botnica) demography and behavior
Murat Ersalman, Mervi Kunnasranta, Markus Ahola +6
Integrated population models (IPMs) are a promising approach to test ecological theories and assess wildlife populations in dynamic and uncertain conditions. By combining multiple…
EcoMem: An R package for quantifying ecological memory
Malcolm S. Itter, Jarno Vanhatalo, Andrew O. Finley
Ecological processes may exhibit memory to past disturbances affecting the resilience of ecosystems to future disturbance. Understanding the role of ecological memory in shaping ec…