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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

    Level set Cox processes

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

    Research output: Contribution to journalArticle

  6. 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

  7. 2017
  8. 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

  9. Published
  10. 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

  11. 2016
  12. 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

  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: Contribution to journalArticle

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