Publications (PURE)

15 (of 15 published available) for Centre for Research into Ecological & Environmental Modelling with keyword INLA clear keyword filter. (source: University of St Andrews PURE)
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Accounting for preferential sampling in species distribution models Maria Grazia Pennino, Iosu Paradinas, Janine Baerbel Illian, Facundo Muñoz, José María Bellido, Antonio López-Quílez, David Conesa
Careful prior specification avoids incautious inference for log-Gaussian Cox point processes Sigrunn Sørbye, Janine Baerbel Illian, Simpson Daniel, David Burlsem, Håvard Rue
Non-stationary Gaussian models with physical barriers Haakon Bakka, Jarno Vanhatalo, Janine Baerbel Illian, Daniel Simpson, Haavard Rue

inlabru Fabian E. Bachl, Finn Lindgren, David Louis Borchers, Janine Baerbel Illian

Spatial modeling with R-INLA Haakon Bakka, Håvard Rue, Geir-arne Fuglstad, Andrea Riebler, David Bolin, Janine Baerbel Illian, Elias Krainski, Daniel Simpson, Finn Lindgren

Bayesian computing with INLA Haavard Rue, Andrea Riebler, Sigrunn H. Sørbye, Janine Baerbel Illian, Daniel P. Simpson, Finn K. Lindgren
MapMySmoke Robert Schilling Schick, Tom Kelsey, John Marston, Kay Sampson, Gerald Michael Humphris
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
Lianas and soil nutrients predict fine-scale distribution of above-ground biomass in a tropical moist forest Alicia Ledo, Janine Baerbel Illian, Stefan A. Schnitzer, S. Joseph Wright, James W. Dalling, David F. R. P. Burslem
A changepoint analysis of spatio-temporal point processes Linda Altieri, E. Marian Scott, Daniela Cocchi, Janine Baerbel Illian
Fitting complex ecological point process models with integrated nested Laplace approximation Janine Baerbel Illian, Sara Martino, Sigrunn H. Sørbye, Juan B. Gallego-Fernández, Maria Zunzunegui, M. Paz Esquivias, Justin M. Travis