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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

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