Publications (PURE)

Publications
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)
Please click title of any item for full details

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
2019
Careful prior specification avoids incautious inference for log-Gaussian Cox point processes Sigrunn Sørbye, Janine Baerbel Illian, Simpson Daniel, David Burlsem, Håvard Rue
2019
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
2017
MapMySmoke Robert Schilling Schick, Tom Kelsey, John Marston, Kay Sampson, Gerald Michael Humphris
2017
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
2017
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
2016
A changepoint analysis of spatio-temporal point processes Linda Altieri, E. Marian Scott, Daniela Cocchi, Janine Baerbel Illian
2015
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
2013