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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: Contribution to journalArticle

  3. 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: Contribution to journalArticle

  4. E-pub ahead of print

    Careful prior specification avoids incautious inference for log-Gaussian Cox point processes

    Sørbye, S., Illian, J. B., Simpson, D. P., Burlsem, D. & Rue, H. 2 Nov 2018 In : Journal of the Royal Statistical Society: Series C (Applied Statistics). Early View

    Research output: Contribution to journalArticle

  5. E-pub ahead of print

    Identifying prognostic structural features in tissue sections of colon cancer patients using point pattern analysis

    Jones-Todd, C. M., Caie, P., Illian, J. B., Stevenson, B. C., Savage, A., Harrison, D. J. & Brown, J. L. 28 Nov 2018 In : Statistics in Medicine. Early View

    Research output: Contribution to journalArticle

  6. Published

    Level set Cox processes

    Hildeman, A., Bolin, D., Wallin, J. & Illian, J. B. Dec 2018 In : Spatial Statistics. 28, p. 169-193

    Research output: Contribution to journalArticle

  7. E-pub ahead of print

    Spatial modeling with R-INLA: a review

    Bakka, H., Rue, H., Fuglstad, G., Riebler, A., Bolin, D., Illian, J., Krainski, E., Simpson, D. & Lindgren, F. 5 Jul 2018 In : Wiley Interdisciplinary Reviews: Computational Statistics. Early View, 24 p., e1443

    Research output: Contribution to journalReview article

  8. 2017
  9. Published

    Bayesian computing with INLA: a review

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

    Research output: Contribution to journalReview article

  10. Published

    Explaining the lethality of boko haram’s terrorist attacks in nigeria, 2009–2014: a hierarchical Bayesian approach

    Python, A., Illian, J., Jones-Todd, C. & Blangiardo, M. 2017 Bayesian statistics in action: BAYSM 2016, Florence, Italy, June 19-21. Argiento, R., Lanzarone, E., Antoniano Villalobos, I. & Mattei, A. (eds.). Cham: Springer, Vol. 194, p. 231-239 9 p. (Springer Proceedings in Mathematics & Statistics; vol. 194)

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

  11. Published
  12. 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: Contribution to journalArticle

  13. 2016
  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 2015
  20. 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

  21. 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

  22. Published
  23. 2013
  24. 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

  25. Published
  26. 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

  27. 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

  28. 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

  29. 2012
  30. 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

  31. 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

  32. 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

  33. 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

  34. 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

  35. 2011
  36. 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

  37. 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, EJ. Jun 2011 In : Conservation Biology. 25, p. 450-457 8 p.

    Research output: Contribution to journalArticle

  38. 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

  39. 2010
  40. 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

  41. 2009
  42. 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

  43. Published
  44. 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

  45. Published

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

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

    Research output: Contribution to journalArticle

  46. 2008
  47. 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

  48. Published

    Ballonkyphoplastie frischer wirbelkörperfrakturen bei alten patienten

    Schofer, M. D., Illian, C. H., Illian, J. B. & Kortmann, H. R. 1 May 2008 In : Orthopade. 37, 5, p. 462-469 8 p.

    Research output: Contribution to journalArticle

  49. 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

  50. 2006
  51. Published

    Comment on Zhao et al. (2005) "Does ergosterol concentration provide a reliable estimate of soil fungal biomass?"

    Young, I. M., Illian, J., Harris, J. A. & Ritz, K. 1 Jun 2006 In : Soil Biology and Biochemistry. 38, 6, p. 1500-1501 2 p.

    Research output: Contribution to journalLetter

  52. 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

  53. 2004
  54. Published

    Does the presence of glomalin relate to reduced water infiltration through hydrophobicity?

    Feeney, D. S., Daniell, T., Hallett, P. D., Illian, J., Ritz, K. & Young, I. M. 1 Jan 2004 In : Canadian Journal of Soil Science. 84, 4, p. 365-372 8 p.

    Research output: Contribution to journalArticle

  55. 2003
  56. Published

    Some aspects of complex interactions involving soil mesofauna: Analysis of the results from a Scottish woodland

    Krivtsov, V., Illian, J. B., Liddell, K., Garside, A., Bezginova, T., Salmond, R., Thompson, J., Griffiths, B., Staines, H. J., Watling, R., Brendler, A. & Palfreyman, J. W. 15 Dec 2003 In : Ecological Modelling. 170, 2-3, p. 441-452 12 p.

    Research output: Contribution to journalArticle

  57. 2002
  58. Published

    Assessing methods for collecting and transferring viable algae from Signy Island, maritime Antarctic, to the United Kingdom

    Johnstone, C., Block, W., Benson, E. E., Day, J. G., Staines, H. & Illian, J. B. 1 Dec 2002 In : Polar Biology. 25, 7, p. 553-556 4 p.

    Research output: Contribution to journalArticle