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Research at St Andrews

Janine Baerbel Illian

Person

  1. 2017
  2. E-pub ahead of print

    A spatiotemporal multispecies model of a semicontinuous response

    Jones-Todd, C. M., Swallow, B. T., Illian, J. B. & Toms, M. 4 Oct 2017 In : Journal of the Royal Statistical Society: Series C (Applied Statistics). Early View

    Research output: Contribution to journalArticle

  3. E-pub ahead of print
  4. Published

    Bayesian computing with INLA: a review

    Rue, H., Riebler, A., Sørbye, S. H., Illian, J. B., Simpson, D. P. & Lindgren, F. K. Apr 2017 In : Annual Review of Statistics and its Application. 4, p. 395-421 17 p.

    Research output: Contribution to journalReview article

  5. 2016
  6. Published

    Re-evaluation of individual diameter: height allometric models to improve biomass estimation of tropical trees

    Ledo, A., Cornulier, T., Illian, J. B., Iida, Y., Kassim, A. R. & Burslem, D. F. R. P. 1 Dec 2016 In : Ecological Applications. 26, 8, p. 2374-2380 7 p.

    Research output: Contribution to journalArticle

  7. Published

    Lianas and soil nutrients predict fine-scale distribution of above-ground biomass in a tropical moist forest

    Ledo, A., Illian, J. B., Schnitzer, S. A., Wright, S. J., Dalling, J. W. & Burslem, D. F. R. P. Nov 2016 In : Journal of Ecology. 104, 6, p. 1819-1828 10 p.

    Research output: Contribution to journalArticle

  8. Forthcoming

    Explaining the Lethality of Boko Haram’s Terrorist Attacks in Nigeria, 2009-2014: A Hierarchical Bayesian Approach

    Python, A., Illian, J. B., Jones-Todd, C. M. & Blangiardo, M. 25 Oct 2016 Bayesian statistics in action: Proceedings of BAYSM 2016 . Argiento, R., Lanzarone, E., Antoniano Villalobos, I. & Mattei, A. (eds.). Springer, (Springer Proceedings in Mathematics & Statistics; vol. 194)

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  9. Published

    Going off grid: computationally efficient inference for log-Gaussian Cox processes

    Simpson, D., Illian, J. B., Lindgren, F., Sørbye , S. H. & Rue, H. Mar 2016 In : Biometrika. 103, 1, p. 49-70

    Research output: Contribution to journalArticle

  10. Published

    Success of spatial statistics in determining underlying process in simulated plant communities

    Brown, C., Illian, J. B. & Burslem, D. F. R. P. Jan 2016 In : Journal of Ecology. 104, 1, p. 160-172 13 p.

    Research output: Contribution to journalArticle

  11. Published

    Bayesian P-splines and advanced computing in R for a changepoint analysis on spatio-temporal point processes

    Altieri, L., Cocchi, D., Greco, F., Illian, J. B. & Scott, E. M. 2016 In : Journal of Statistical Computation and Simulation. 86, 13, p. 2531-2545 15 p.

    Research output: Contribution to journalArticle

  12. 2015
  13. Published
  14. Published

    A changepoint analysis of spatio-temporal point processes

    Altieri, L., Scott, E. M., Cocchi, D. & Illian, J. B. 2015 In : Spatial Statistics.

    Research output: Contribution to journalArticle

  15. Published

    A method for analysing replicated point patterns in ecology

    Bagchi, R. & Illian, J. B. 2015 In : Methods in Ecology and Evolution. 6, 4, p. 482-490 9 p.

    Research output: Contribution to journalArticle

  16. 2013
  17. Published

    Multispecies coexistence of trees in tropical forests: spatial signals of topographic niche differentiation increase with environmental heterogeneity.

    Brown, C. , Burslem, D. F. , Illian, J. B. , Bao, L. , Brockelman, W. , Cao, M. , Chang, L. W. , Dattaraja, H. S. , Davies, S. , Gunatilleke, C. V. , Gunatilleke, I. A. , Huang, J. , Kassim, A. R. , Lafrankie, J. V. , Lian, J. , Lin, L. , Ma, K. , Mi, X. , Nathalang, A. , Noor, S. & 12 others Ong, P., Sukumar, R., Su, S. H., Sun, I. F., Suresh, H. S., Tan, S., Thompson, J., Uriarte, M., Valencia, R., Yap, S. L., Ye, W. & Law, R. 7 Aug 2013 In : Proceedings of the Royal Society B: Biological Sciences. 280, 1764, p. 20130502 1 p.

    Research output: Contribution to journalArticle

  18. Published

    Discussion of 'Beyond mean regression'

    Martins, T. G., Simpson, D., Illian, J. B., Rue, H. & Geirsson, O. P. Aug 2013 In : Statistical Modelling. 13, 4, p. 355-361 7 p.

    Research output: Contribution to journalEditorial

  19. Published

    Fitting complex ecological point process models with integrated nested Laplace approximation

    Illian, J. B., Martino, S., Sørbye, S. H., Gallego-Fernández, J. B., Zunzunegui, M., Esquivias, M. P. & Travis, J. M. Apr 2013 In : Methods in Ecology and Evolution. 4, 4, p. 305-315 11 p.

    Research output: Contribution to journalArticle

  20. Published

    Fine-tuning the assessment of large-scale temporal trends in biodiversity using the example of British breeding birds

    Studeny, A. C., Buckland, S. T., Harrison, P., Illian, J. B., Magurran, A. & Newson, S. E. Feb 2013 In : Journal of Applied Ecology. 50, 1, p. 190-198 9 p.

    Research output: Contribution to journalArticle

  21. Published
  22. 2012
  23. Published

    A Bayesian approach to fitting Gibbs processes with temporal random effects

    King, R., Illian, J. B., King, S. E., Nightingale, G. F. & Hendrichsen, D. Dec 2012 In : Journal of Agricultural, Biological and Environmental Statistics. 17, 4, p. 601-622 22 p.

    Research output: Contribution to journalArticle

  24. Published

    A family of spatial biodiversity measures based on graphs

    Rajala, T. & Illian, J. B. Dec 2012 In : Environmental and Ecological Statistics. 19, 4, p. 545-572 28 p.

    Research output: Contribution to journalArticle

  25. Published

    A toolbox for fitting complex spatial point process models using integrated nested Laplace approximation (INLA)

    Illian, J. B., Sorbye, S. H. & Rue, H. Dec 2012 In : Annals of Applied Statistics. 6, 4, p. 1499-1530 32 p.

    Research output: Contribution to journalArticle

  26. Published

    Using INLA to fit a complex point process model with temporally varying effects – a case study

    Illian, J. B., Soerbye, S., Rue, H. & Hendrichsen, D. Jul 2012 In : Journal of Environmental Statistics. 3, 7

    Research output: Contribution to journalArticle

  27. Published

    Investigating fine-scale spatio-temporal predator-prey patterns in dynamic marine ecosystems: a functional data analysis approach

    Embling, C. B., Illian, J., Armstrong, E., van der Kooij, J., Sharples, J., Camphuysen, K. C. J. & Scott, B. E. Apr 2012 In : Journal of Applied Ecology. 49, 2, p. 481-492 12 p.

    Research output: Contribution to journalArticle

  28. 2011
  29. Published

    The geometric mean of relative abundance indices: a biodiversity measure with a difference

    Buckland, S. T., Studeny, A. C., Magurran, A., Illian, J. B. & Newson, S. 2 Sep 2011 In : Ecosphere. 2, 9, 15 p., 100

    Research output: Contribution to journalArticle

  30. Published

    Environmental drivers of the anchovy/sardine complex in the Eastern Mediterranean

    Katara, I., Pierce, G. J., Illian, J. & Scott, B. E. Jul 2011 In : Hydrobiologia. 670, 1, p. 49-65 17 p.

    Research output: Contribution to journalArticle

  31. Published

    The Why, What, and How of Global Biodiversity Indicators Beyond the 2010 Target

    Jones, J., Collen, B., Atkinson, G., Baxter, P., Bubb, P., Illian, J. B., Katzner, T., Kean, A., Loh, J., McDonald-Madden, E., Nicholson, E., Pereira, H., Possingham, H., Pullin, A., Rodriges, A., Ruiz-Gutierrez, V., Sommerville, M. & Milner-Gulland, E. J. Jun 2011 In : Conservation Biology. 25, p. 450-457 8 p.

    Research output: Contribution to journalArticle

  32. 2010
  33. Published

    Gibbs point process models with mixed effects

    Illian, J. B. & Hendrichsen, D. 2010 In : Environmetrics. 21, 3-4, p. 341–353 13 p.

    Research output: Contribution to journalArticle

  34. 2009
  35. Published

    Ecological information from spatial patterns of plants: insights from point process theory

    Law, R., Illian, J. B., Burslem, D. F. R. P., Gratzer, G., Gunatilleke, C. V. S. & Gunatilleke, I. A. U. N. 2009 In : Journal of Ecology. 97, 4, p. 616-628 13 p.

    Research output: Contribution to journalArticle

  36. Published
  37. Published

    Hierarchical spatial point process analysis for a plant community with high biodiversity

    Illian, J. B., Møller , J. & Waagepetersen, R. P. 2009 In : Environmental and Ecological Statistics. 16 , 3, p. 389-405 17 p.

    Research output: Contribution to journalArticle

  38. Published

    Seasonal movements of veined squid Loligo forbesi in Scottish (UK) waters

    Viana, M., Pierce, G. J., Illian, J. B., MacLeod, C. D., Bailey, N., Wang, J. J. & Hastie, L. 2009 In : Aquatic Living Resources. 22, p. 291-305

    Research output: Contribution to journalArticle

  39. 2008
  40. Published

    Atmospheric forcing on chlorophyll concentration in the Mediterranean

    Katara, I., Illian, J., Pierce, G. J., Scott, B. & Wang, J. Oct 2008 In : Hydrobiologia. 612, 1, p. 33-48 16 p.

    Research output: Contribution to journalArticle

  41. Published

    Statistical Analysis and Modelling of Spatial Point Patterns

    Illian, J. B., Penttinen, A., Stoyan, H. & Stoyan, D. 2008 John Wiley and Sons. 553 p.

    Research output: Book/ReportBook

  42. 2006
  43. Published

    Quantification of neighbourhood-dependent plant growth by Bayesian hierarchical modelling

    Schneider, M. K., Law, R. & Illian, J. B. Mar 2006 In : Journal of Ecology. 94, 2, p. 310-321 12 p.

    Research output: Contribution to journalArticle