Publications (PURE)


Recent publications

8  (of 8 published available) for Centre for Research into Ecological & Environmental Modelling with keyword Stochastic partial differential equation clear keyword filter. (source: University of St Andrews PURE)
Please click title of any item for full details.

Non-stationary Gaussian models with physical barriers
Haakon Bakka, Jarno Vanhatalo, Janine Baerbel Illian, Daniel Simpson, Haavard Rue 
Keywords: Archipelago, Barriers, Coastline problem, INLA, Spatial statistics, Stochastic partial differential equations

(Review article)
Spatial modeling with R-INLA
Haakon Bakka, HÃ¥vard Rue, Geir-arne Fuglstad, Andrea Riebler, David Bolin, Janine Baerbel Illian, Elias Krainski, Daniel Simpson, Finn Lindgren 
Keywords: Approximate Bayesian inference, Gaussian Markov random fields, Laplace approximations, Sparse matrices, Stochastic partial differential equations
2017 (12)

Point process models for spatio-temporal distance sampling data from a large-scale survey of blue whales
Joyce Yuan , F. E. Bachl, F. Lindgren, David Louis Borchers, Janine Baerbel Illian, Stephen Terrence Buckland, H Rue, T. Gerrodette 
2016 (3)