Recent publications

9  (of 9 published available) for Scottish Oceans Institute with keyword Bayesian inference clear keyword filter. (source: University of St Andrews PURE)
Please click title of any item for full details.

Fabian E. Bachl, Finn Lindgren, David Louis Borchers, Janine Baerbel Illian 
Keywords: Bayesian inference, Georeferenced data, Point process, Spatial count, Spatial modelling
2018 (12)

Level set Cox processes
Anders Hildeman, David Bolin, Jonas Wallin, Janine Baerbel Illian 
Keywords: Point process, Cox process, Level set inversion, Classification, Gaussian fields

(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 (3)

(Review article)
Bayesian computing with INLA
Haavard Rue, Andrea Riebler, Sigrunn H. Sørbye, Janine Baerbel Illian, Daniel P. Simpson, Finn K. Lindgren 
Keywords: Gaussian Markov random field, Laplace approximations, Approximate Bayesian inference, Latest Gaussian models, Numerical integration, Sparse matrices
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 
2015 (2/7)

Bayesian spatial NBDA for diffusion data with home-base coordinates
Kevin Neville Laland, William John Edward Hoppitt, Peter Nightingale 
Keywords: Bayesian inference, Social learning, NBDA, Spatial, Point processes


The Secretary
Scottish Oceans Institute
Institiud Chuantan na h-Alba
Gatty Marine Laboratory
East Sands St Andrews
KY16 8LB

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