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Research at St Andrews

Janine Baerbel Illian

Person

  1. 2018
  2. E-pub ahead of print

    A Bayesian approach to modelling subnational spatial dynamics of worldwide non-state terrorism, 2010-2016

    Python, A., Illian, J. B., Jones-Todd, C. M. & Blangiardo, M. 28 May 2018 In : Journal of the Royal Statistical Society Series A : Statistics in Society. Early View

    Research output: Research - peer-reviewArticle

  3. E-pub ahead of print

    Level set Cox processes

    Hildeman, A., Bolin, D., Wallin, J. & Illian, J. B. 4 Apr 2018 In : Spatial Statistics. In press

    Research output: Research - peer-reviewArticle

  4. Published

    A spatiotemporal multispecies model of a semicontinuous response

    Jones-Todd, C. M., Swallow, B., Illian, J. B. & Toms, M. Apr 2018 In : Journal of the Royal Statistical Society: Series C (Applied Statistics). 67, 3, p. 705-722

    Research output: Research - peer-reviewArticle

  5. 2017
  6. Published

    Point process models for spatio-temporal distance sampling data from a large-scale survey of blue whales

    Yuan, Y., Bachl, F. E., Lindgren, F., Borchers, D. L., Illian, J. B., Buckland, S. T., Rue, H. & Gerrodette, T. Dec 2017 In : Annals of Applied Statistics. 11, 4, p. 2270-2297

    Research output: Research - peer-reviewArticle

  7. Published
  8. 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: Research - peer-reviewReview article

  9. 2016
  10. 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: Research - peer-reviewArticle

  11. 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: Research - peer-reviewArticle

  12. 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 (Accepted/In press) 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: ResearchConference contribution

  13. 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: Research - peer-reviewArticle

  14. 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: Research - peer-reviewArticle

  15. 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: Research - peer-reviewArticle

  16. 2015
  17. Published
  18. 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: Research - peer-reviewArticle

  19. 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: Research - peer-reviewArticle

  20. 2013
  21. 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: Research - peer-reviewArticle

  22. 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: Research - peer-reviewEditorial

  23. 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: Research - peer-reviewArticle

  24. 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: Research - peer-reviewArticle

  25. Published
  26. 2012
  27. 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: Research - peer-reviewArticle

  28. 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: Research - peer-reviewArticle

  29. 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: Research - peer-reviewArticle

  30. 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: Research - peer-reviewArticle

  31. 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: Research - peer-reviewArticle

  32. 2011
  33. 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: Research - peer-reviewArticle

  34. 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: Research - peer-reviewArticle

  35. 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: Research - peer-reviewArticle

  36. 2010
  37. 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: Research - peer-reviewArticle

  38. 2009
  39. 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: Research - peer-reviewArticle

  40. Published
  41. 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: Research - peer-reviewArticle

  42. 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: Research - peer-reviewArticle

  43. 2008
  44. 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: Research - peer-reviewArticle

  45. 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: ResearchBook

  46. 2006
  47. 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: Research - peer-reviewArticle