35 citations · 153 across the 16 of their papers we have counts for
3 papers · 1 filter
Joint Species Distribution Modeling of Percentage Cover Data with Exclusive Competition for Space
Juho Kettunen, Lauri Mehtätalo, Eeva-Stiina Tuittila +2
Joint species distribution models (JSDM) are among the most important statistical tools in community ecology. They are routinely used for inference and various prediction tasks, su…
Non-stationary Gaussian models with physical barriers
Haakon Bakka, Jarno Vanhatalo, Janine Illian +2
The classical tools in spatial statistics are stationary models, like the Matérn field. However, in some applications there are boundaries, holes, or physical barriers in the study…
A Bayesian length-based population dynamics model for northern shrimp (Pandalus Borealis)
Paul Blomstedt, Jarno Vanhatalo, Mats Ulmestrand +2
We introduce a fully length-based Bayesian model for the population dynamics of northern shrimp (Pandalus Borealis). This has the advantage of structuring the population in terms o…