Professor Janine Illian

Head of Statistics (Statistics)

email: Janine.Illian@glasgow.ac.uk
pronouns: She/her/hers

School of Mathematics and Statistics, The Mathematics and Statistics Building, room 337, University Place, Glasgow G12 8QQ

Import to contacts

https://orcid.org/0000-0002-6130-2796

Research interests

Research groups

Publications

List by: Type | Date

Jump to: 2025 | 2024 | 2023 | 2022 | 2021 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007 | 2006 | 2003 | 1998

Number of items: 69.

2025

Belmont, Jafet ORCID: https://orcid.org/0000-0002-6879-4412, Martino, Sara, Illian, Janine ORCID: https://orcid.org/0000-0002-6130-2796 and Rue, Håvard (2025) Jafet Belmont, Sara Martino, Janine Illian, and Håvard Rue’s contribution to the Discussion of the ‘Discussion meeting on the analysis of citizen science data’. Journal of the Royal Statistical Society: Series A (Statistics in Society), (doi: 10.1093/jrsssa/qnaf022/8046289) (Early Online Publication)

Villejo, Stephen Jun, Martino, Sara, Lindgren, Finn and Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796 (2025) A data fusion model for meteorological data using the INLA-SPDE method. Journal of the Royal Statistical Society: Series C (Applied Statistics), (doi: 10.1093/jrsssc/qlaf012) (Early Online Publication)

Panunzi, Greta, Belmont, Jafet ORCID: https://orcid.org/0000-0002-6879-4412, Illian, Janine ORCID: https://orcid.org/0000-0002-6130-2796 and Martino, Sara (2025) Species distribution modeling approach for biased citizen science data. In: Pollice, Alessio and Mariani, Paolo (eds.) Methodological and Applied Statistics and Demography IV:SIS 2024, Short Papers, Contributed Sessions 2. Series: Italian statistical society series on advances in statistics. Springer: Cham, pp. 379-385. ISBN 9783031644474 (doi: 10.1007/978-3-031-64447-4_64)

2024

Belmont, Jafet ORCID: https://orcid.org/0000-0002-6879-4412, Martino, Sara, Illian, Janine ORCID: https://orcid.org/0000-0002-6130-2796 and Rue, Håvard (2024) Spatio-temporal occupancy models with INLA. Methods in Ecology and Evolution, 15(11), pp. 2087-2100. (doi: 10.1111/2041-210X.14422)

2023

Paradinas, Iosu, Illian, Janine ORCID: https://orcid.org/0000-0002-6130-2796 and Smout, Sophie (2023) Understanding spatial effects in species distribution models. PLoS ONE, 18(5), e0285463. (doi: 10.1371/journal.pone.0285463) (PMID:37253039) (PMCID:PMC10228761)

Villejo, Stephen Jun, Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796 and Swallow, Ben ORCID: https://orcid.org/0000-0002-0227-2160 (2023) Data fusion in a two-stage spatio-temporal model using the INLA-SPDE approach. Spatial Statistics, 54, 100744. (doi: 10.1016/j.spasta.2023.100744)

Laxton, Megan R., Rodríguez de Rivera, Óscar, Soriano‐Redondo, Andrea and Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796 (2023) Balancing structural complexity with ecological insight in spatio‐temporal species distribution models. Methods in Ecology and Evolution, 14(1), pp. 162-172. (doi: 10.1111/2041-210x.13957)

Zhang, Wei ORCID: https://orcid.org/0000-0002-7554-5115, Chipperfield, Joseph D., Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796, Dupont, Pierre, Milleret, Cyril, de Valpine, Perry and Bischof, Richard (2023) A flexible and efficient Bayesian implementation of point process models for spatial capture-recapture data. Ecology, 104(1), e3887. (doi: 10.1002/ecy.3887) (PMID:36217822)

2022

Lavender, Edward, Aleynik, Dmitry, Dodd, Jane, Illian, Janine ORCID: https://orcid.org/0000-0002-6130-2796, James, Mark, Smout, Sophie and Thorburn, James (2022) Benthic animal-borne sensors and citizen science combine to validate ocean modelling. Scientific Reports, 12, 16613. (doi: 10.1038/s41598-022-20254-z) (PMID:36198697) (PMCID:PMC9534998)

Chadwick, F. J. et al. (2022) Combining rapid antigen testing and syndromic surveillance improves community-based COVID-19 detection in a low-income country. Nature Communications, 13, 2877. (doi: 10.1038/s41467-022-30640-w) (PMID:35618714) (PMCID:PMC9135686)

Lavender, Edward, Aleynik, Dmitry, Dodd, Jane, Illian, Janine ORCID: https://orcid.org/0000-0002-6130-2796, James, Mark, Wright, Peter J., Smout, Sophie and Thorburn, James (2022) Behavioural responses of a large, benthic elasmobranch to catch-and-release angling. Frontiers in Marine Science, 9, 864344. (doi: 10.3389/fmars.2022.864344)

Lavender, Edward, Aleynik, Dmitry, Dodd, Jane, Illian, Janine ORCID: https://orcid.org/0000-0002-6130-2796, James, Mark, Wright, Peter J., Smout, Sophie and Thorburn, James (2022) Movement patterns of a critically endangered elasmobranch (Dipturus intermedius) in a Marine Protected Area. Aquatic Conservation: Marine and Freshwater Ecosystems, 32(2), pp. 348-365. (doi: 10.1002/aqc.3753)

Guillot, Gilles, Arab, Ali, Illian, Janine Bärbel ORCID: https://orcid.org/0000-0002-6130-2796 and Dray, Stéphane (2022) Editorial: advances in statistical ecology: new methods and software. Frontiers in Ecology and Evolution, 9, 828919. (doi: 10.3389/fevo.2021.828919)

Python, A. et al. (2022) A downscaling approach to compare COVID-19 count data from databases aggregated at different spatial scales. Journal of the Royal Statistical Society: Series A (Statistics in Society), 185(1), pp. 202-218. (doi: 10.1111/rssa.12738) (PMID:34908651) (PMCID:PMC8662135)

Williamson, Laura D., Scott, Beth E., Laxton, Megan R., Bachl, Fabian E., Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796, Brookes, Kate L. and Thompson, Paul M. (2022) Spatiotemporal variation in harbor porpoise distribution and foraging across a landscape of fear. Marine Mammal Science, 38(1), pp. 42-57. (doi: 10.1111/mms.12839)

2021

Nightingale, Glenna, Laxton, Megan and Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796 (2021) How does the community COVID-19 level of risk impact on that of a care home? PLoS ONE, 16(12), e0260051. (doi: 10.1371/journal.pone.0260051) (PMID:34972103) (PMCID:PMC8719703)

2019

Nightingale, Glenna F., Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796, King, Ruth and Nightingale, Peter (2019) Area interaction point processes for bivariate point patterns in a Bayesian context. Journal of Environmental Statistics, 9(2),

Python, Andre, Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796, Jones‐Todd, Charlotte M. and Blangiardo, Marta (2019) The deadly facets of terrorism. Significance, 16(4), pp. 28-31. (doi: 10.1111/j.1740-9713.2019.01300.x)

Bachl, Fabian E., Lindgren, Finn, Borchers, David L. and Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796 (2019) inlabru: an R package for Bayesian spatial modelling from ecological survey data. Methods in Ecology and Evolution, 10(6), pp. 760-766. (doi: 10.1111/2041-210X.13168)

Soriano‐Redondo, Andrea, Jones‐Todd, Charlotte M., Bearhop, Stuart, Hilton, Geoff M., Lock, Leigh, Stanbury, Andrew, Votier, Stephen C. and Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796 (2019) Understanding species distribution in dynamic populations: a new approach using spatio‐temporal point process models. Ecography, 42(6), pp. 1092-1102. (doi: 10.1111/ecog.03771)

Jones-Todd, Charlotte M., Caie, Peter, Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796, Stevenson, Ben C., Savage, Anne, Harrison, David J. and Bown, James L. (2019) Identifying prognostic structural features in tissue sections of colon cancer patients using point pattern analysis. Statistics in Medicine, 38(8), pp. 1421-1441. (doi: 10.1002/sim.8046) (PMID:30488481)

Sørbye, Sigrunn H., Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796, Simpson, Daniel P., Burslem, David and Rue, Håvard (2019) Careful prior specification avoids incautious inference for log-Gaussian Cox point processes. Journal of the Royal Statistical Society: Series C (Applied Statistics), 68(3), pp. 543-564. (doi: 10.1111/rssc.12321)

Bakka, Haakon, Vanhatalo, Jarno, Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796, Simpson, Daniel and Rue, Håvard (2019) Non-stationary Gaussian models with physical barriers. Spatial Statistics, 29, pp. 268-288. (doi: 10.1016/j.spasta.2019.01.002)

Pennino, Maria Grazia, Paradinas, Iosu, Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796, Muñoz, Facundo, Bellido, José María, López-Quílez, Antonio and Conesa, David (2019) Accounting for preferential sampling in species distribution models. Ecology and Evolution, 9(1), pp. 653-663. (doi: 10.1002/ece3.4789) (PMID:30680145) (PMCID:PMC6342115)

Python, André, Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796, Jones‐Todd, Charlotte M. and Blangiardo, Marta (2019) A Bayesian approach to modelling subnational spatial dynamics of worldwide non‐state terrorism, 2010–2016. Journal of the Royal Statistical Society: Series A (Statistics in Society), 182(1), pp. 323-344. (doi: 10.1111/rssa.12384)

Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796 (2019) Spatial and spatio-temporal point processes in ecological applications. In: Gelfand, Alan E., Fuentes, Montserrat, Hoeting, Jennifer A. and Lyttleton Smith, Richard (eds.) Handbook of Environmental and Ecological Statistics. Series: Chapman & Hall/CRC handbooks of modern statistical methods. CRC Press. ISBN 9781498752022

2018

Hildeman, Anders, Bolin, David, Wallin, Jonas and Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796 (2018) Level set Cox processes. Spatial Statistics, 28, pp. 169-193. (doi: 10.1016/j.spasta.2018.03.004)

Bakka, Haakon, Rue, Håvard, Fuglstad, Geir-Arne, Riebler, Andrea, Bolin, David, Illian, Janine ORCID: https://orcid.org/0000-0002-6130-2796, Krainski, Elias, Simpson, Daniel and Lindgren, Finn (2018) Spatial modeling with R-INLA: A review. Wiley Interdisciplinary Reviews: Computational Statistics, 10(6), e1443. (doi: 10.1002/wics.1443)

Jones-Todd, Charlotte M., Swallow, Ben ORCID: https://orcid.org/0000-0002-0227-2160, Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796 and Toms, Mike (2018) A spatiotemporal multispecies model of a semicontinuous response. Journal of the Royal Statistical Society: Series C (Applied Statistics), 67(3), pp. 705-722. (doi: 10.1111/rssc.12250)

2017

Yuan, Yuan, Bachl, Fabian E., Lindgren, Finn, Borchers, David L., Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796, Buckland, Stephen T., Rue, Håvard and Gerrodette, Tim (2017) Point process models for spatio-temporal distance sampling data from a large-scale survey of blue whales. Annals of Applied Statistics, 11(4), pp. 2270-2297. (doi: 10.1214/17-AOAS1078)

Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796 and Burslem, David F.R.P. (2017) Improving the usability of spatial point process methodology: an interdisciplinary dialogue between statistics and ecology. AStA Advances in Statistical Analysis, 101(4), pp. 495-520. (doi: 10.1007/s10182-017-0301-8)

Rue, Håvard, Riebler, Andrea, Sørbye, Sigrunn H., Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796, Simpson, Daniel P. and Lindgren, Finn K. (2017) Bayesian computing with INLA: a review. Annual Review of Statistics and Its Application, 4(1), pp. 395-421. (doi: 10.1146/annurev-statistics-060116-054045)

Python, André, Illian, Janine ORCID: https://orcid.org/0000-0002-6130-2796, Jones-Todd, Charlotte and Blangiardo, Marta (2017) Explaining the lethality of Boko Haram’s terrorist attacks in Nigeria, 2009–2014: a hierarchical Bayesian approach. In: Argiento, Raffaele, Lanzarone, Ettore, Villalobos, Isadora Antoniano and Mattei, Alessandra (eds.) Bayesian Statistics in Action. Series: Springer proceedings in mathematics and statistics (194). Springer: Cham, pp. 231-239. (doi: 10.1007/978-3-319-54084-9_22)

2016

Ledo, Alicia, Cornulier, Thomas, Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796, Iida, Yoshiko, Kassim, Abdul Rahman and Burslem, David F. R. P. (2016) Re-evaluation of individual diameter: height allometric models to improve biomass estimation of tropical trees. Ecological Applications, 26(8), pp. 2376-2382. (doi: 10.1002/eap.1450)

Ledo, Alicia, Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796, Schnitzer, Stefan A., Wright, S. Joseph, Dalling, James W., Burslem, David F. R. P. and Zotz, Gerhard (2016) Lianas and soil nutrients predict fine-scale distribution of above-ground biomass in a tropical moist forest. Journal of Ecology, 104(6), pp. 1819-1828. (doi: 10.1111/1365-2745.12635)

Simpson, D., Illian, J.B. ORCID: https://orcid.org/0000-0002-6130-2796, Lindgren, F., Sørbye, S.H. and Rue, H. (2016) Going off grid: computationally efficient inference for log-Gaussian Cox processes. Biometrika, 103(1), pp. 49-70. (doi: 10.1093/biomet/asv064)

Altieri, L., Cocchi, D., Greco, F., Illian, J.B. ORCID: https://orcid.org/0000-0002-6130-2796 and Scott, E.M. ORCID: https://orcid.org/0000-0002-3709-0623 (2016) Bayesian P-splines and advanced computing in R for a changepoint analysis on spatio-temporal point processes. Journal of Statistical Computation and Simulation, 86(13), pp. 2531-2545. (doi: 10.1080/00949655.2016.1146280)

Brown, Calum, Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796, Burslem, David F. R. P. and Sandhu, Lauren (2016) Success of spatial statistics in determining underlying process in simulated plant communities. Journal of Ecology, 104(1), pp. 160-172. (doi: 10.1111/1365-2745.12493)

2015

Altieri, Linda, Scott, E. Marian ORCID: https://orcid.org/0000-0002-3709-0623, Cocchi, Daniela and Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796 (2015) A changepoint analysis of spatio-temporal point processes. Spatial Statistics, 14(B), pp. 197-207. (doi: 10.1016/j.spasta.2015.05.005)

Nightingale, Glenna F., Illian, Janine Bärbel ORCID: https://orcid.org/0000-0002-6130-2796 and King, Ruth (2015) Pairwise interaction point processes for modelling bivariate spatial point patterns in the presence of interaction uncertainty. Journal of Environmental Statistics, 7(3),

Bagchi, Robert, Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796 and Murrell, David (2015) A method for analysing replicated point patterns in ecology. Methods in Ecology and Evolution, 6(4), pp. 482-490. (doi: 10.1111/2041-210X.12335)

2014

Illian, J.B. ORCID: https://orcid.org/0000-0002-6130-2796 and Jones-Todd, C. (2014) Preventing Crime Through Spatial Modelling. (Scottish Institute of Policing Research) SIPR Annual report. Other. SIPR.

2013

Martins, Thiago G., Simpson, Daniel, Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796, Rue, Håvard and Geirsson, Óli Páll (2013) invited discussion on Kneib, T, ‘Beyond mean regression’. Statistical Modelling, 13(4), pp. 355-361. (doi: 10.1177/1471082X13494527)

Studeny, Angelika C., Buckland, Stephen T., Harrison, Philip J., Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796, Magurran, Anne E., Newson, Stuart E. and Elphick, Chris (2013) Fine-tuning the assessment of large-scale temporal trends in biodiversity using the example of British breeding birds. Journal of Applied Ecology, 50(1), pp. 190-198. (doi: 10.1111/1365-2664.12026)

Brown, C. et al. (2013) Multispecies coexistence of trees in tropical forests: spatial signals of topographic niche differentiation increase with environmental heterogeneity. Proceedings of the Royal Society of London Series B: Biological Sciences, 280(1764), 20130502. (doi: 10.1098/rspb.2013.0502) (PMID:23782876) (PMCID:PMC3712412)

Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796, Martino, Sara, Sørbye, Sigrunn H., Gallego-Fernández, Juan B., Zunzunegui, María, Esquivias, M. Paz, Travis, Justin M. J. and Warton, David (2013) Fitting complex ecological point process models with integrated nested Laplace approximation. Methods in Ecology and Evolution, 4(4), pp. 305-315. (doi: 10.1111/2041-210x.12017)

2012

King, Ruth, Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796, King, Stuart E., Nightingale, Glenna F. and Hendrichsen, Ditte K. (2012) A Bayesian approach to fitting Gibbs processes with temporal random effects. Journal of Agricultural, Biological, and Environmental Statistics, 17(4), pp. 601-622. (doi: 10.1007/s13253-012-0111-0) (PMID:AGR:IND500)

Rajala, Tuomas and Illian, Janine ORCID: https://orcid.org/0000-0002-6130-2796 (2012) A family of spatial biodiversity measures based on graphs. Environmental and Ecological Statistics, 19(4), pp. 545-572. (doi: 10.1007/s10651-012-0200-9)

Embling, Clare B., Illian, Janine ORCID: https://orcid.org/0000-0002-6130-2796, Armstrong, Eric, van der Kooij, Jeroen, Sharples, Jonathan, Camphuysen, Kees C.J. and Scott, Beth E. (2012) Investigating fine-scale spatio-temporal predator-prey patterns in dynamic marine ecosystems: a functional data analysis approach. Journal of Applied Ecology, 49(2), pp. 481-492. (doi: 10.1111/j.1365-2664.2012.02114.x) (PMID:AGR:IND447)

Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796, Sørbye, Sigrunn H. and Rue, Håvard (2012) A toolbox for fitting complex spatial point process models using integrated nested Laplace approximation (INLA). Annals of Applied Statistics, 6(4), pp. 1499-1530. (doi: 10.1214/11-AOAS530)

Illian, Janine Barbel ORCID: https://orcid.org/0000-0002-6130-2796, Sørbye, Sigrunn Holbek, Rue, Håvard and Hendrichsen, Ditte Katrine (2012) Using INLA to fit a complex point process model with temporally varying effects - a case study. Journal of Environmental Statistics, 3(7),

2011

Brown, Calum, Law, Richard, Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796 and Burslem, David F.R.P. (2011) Linking ecological processes with spatial and non-spatial patterns in plant communities. Journal of Ecology, 99(6), pp. 1402-1414. (doi: 10.1111/j.1365-2745.2011.01877.x)

Buckland, Stephen T., Studeny, Angelika C., Magurran, Anne E., Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796 and Newson, Stuart E. (2011) The geometric mean of relative abundance indices: a biodiversity measure with a difference. Ecosphere, 2(9), 100. (doi: 10.1890/ES11-00186.1)

Illian, J.B. ORCID: https://orcid.org/0000-0002-6130-2796 and Simpson, D.P. (2011) invited discussion on Lindgren, Rue, Lindström, An explicit link between Gaussian fields and Gaussian Markov random fields: the stochastic partial differential equation approach, Journal of the Royal Statistical Society, Series B 73(4):423-498. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 73(4), pp. 423-498.

Studeny, A.C., Buckland, S.T., Illian, J.B. ORCID: https://orcid.org/0000-0002-6130-2796, Johnston, A. and Magurran, A.E. (2011) Goodness-of-fit measures of evenness: a new tool for exploring changes in community structure. Ecosphere, 2(2), 15. (doi: 10.1890/ES10-00074.1)

2010

Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796 and Hendrichsen, Ditte K. (2010) Gibbs point process models with mixed effects. Environmetrics, 21(3-4), pp. 341-353. (doi: 10.1002/env.1008)

Illian, Janine ORCID: https://orcid.org/0000-0002-6130-2796 (2010) invited discussion on Diggle, Menezes, Su, Geostatistical inference under preferential sampling, Journal of the Royal Statistical Society, Series C (Applied Statistics), 5, 213-214. Journal of the Royal Statistical Society: Series C (Applied Statistics), 59(23), pp. 191-232.

2009

Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796, Prosser, James I., Baker, Kate L. and Rangel-Castro, J. Ignacio (2009) Functional principal component data analysis: A new method for analysing microbial community fingerprints. Journal of Microbiological Methods, 79(1), pp. 89-95. (doi: 10.1016/j.mimet.2009.08.010) (PMID:19706313)

Viana, Mafalda ORCID: https://orcid.org/0000-0001-5975-6505, Pierce, Graham J., Illian, Janine ORCID: https://orcid.org/0000-0002-6130-2796, MacLeod, Colin D., Bailey, Nick, Wang, Jianjun and Hastie, Lee C. (2009) Seasonal movements of veined squid Loligo forbesiin Scottish (UK) waters. Aquatic Living Resources, 22(3), pp. 291-305. (doi: 10.1051/alr/2009026)

Law, Richard, Illian, Janine ORCID: https://orcid.org/0000-0002-6130-2796, Burslem, David F.R.P., Gratzer, Georg, Gunatilleke, C.V.S. and Gunatilleke, I.A.U.N. (2009) Ecological information from spatial patterns of plants: insights from point process theory. Journal of Ecology, 97(4), pp. 616-628. (doi: 10.1111/j.1365-2745.2009.01510.x)

Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796, Møller, Jesper and Waagepetersen, Rasmus P. (2009) Hierarchical spatial point process analysis for a plant community with high biodiversity. Environmental and Ecological Statistics, 16(3), pp. 389-405. (doi: 10.1007/s10651-007-0070-8)

2008

Katara, Isidora, Illian, Janine ORCID: https://orcid.org/0000-0002-6130-2796, Pierce, Graham J., Scott, Beth and Wang, Jianjun (2008) Atmospheric forcing on chlorophyll concentration in the Mediterranean. Hydrobiologia, 612(1), pp. 33-48. (doi: 10.1007/s10750-008-9492-z)

Illian, Janine ORCID: https://orcid.org/0000-0002-6130-2796, Penttinen, Antti, Stoyan, Helga and Stoyan, Dietrich (2008) Statistical Analysis and Modelling of Spatial Point Patterns. Series: Statistics in practice. Wiley. ISBN 9780470014912

Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796 (2008) Applications of Marked Point Patterns in Ecology. In: International Symposium, Recent Challenges in the Biosciences 2008, Freiberg, Germany, 2008,

2007

Illian, J.B. ORCID: https://orcid.org/0000-0002-6130-2796 and Burslem, D.F.R.P. (2007) Contributions of spatial point process modelling to biodiversity theory. Journal de la Societe Francaise de Statistique, 148, pp. 9-29.

2006

Schneider, Manuel K., Law, Richard and Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796 (2006) Quantification of neighbourhood-dependent plant growth by Bayesian hierarchical modelling. Journal of Ecology, 94(2), pp. 310-321. (doi: 10.1111/j.1365-2745.2005.01079.x)

Illian, Janine ORCID: https://orcid.org/0000-0002-6130-2796, Benson, Erica, Crawford, John and Staines, Harry (2006) Principal component analysis for spatial point processes — assessing the appropriateness of the approach in an ecological context. In: Baddeley, A., Gregori, P., Mateu, J., Stoica, R. and Stoyan, D. (eds.) Case Studies in Spatial Point Process Modeling. Series: Lecture notes in statistics (185). Springer, pp. 135-150. ISBN 9780387283111 (doi: 10.1007/0-387-31144-0_7)

2003

Krivtsov, V. et al. (2003) Some aspects of complex interactions involving soil mesofauna: analysis of the results from a Scottish woodland. Ecological Modelling, 170(2-3), pp. 441-452. (doi: 10.1016/S0304-3800(03)00244-8)

1998

Waller, Niels G., Kaiser, Heather A., Illian, Janine B. ORCID: https://orcid.org/0000-0002-6130-2796 and Manry, Mike (1998) A comparison of the classification capabilities of the 1-dimensional kohonen neural network with two pratitioning and three hierarchical cluster analysis algorithms. Psychometrika, 63(1), pp. 5-22. (doi: 10.1007/BF02295433)

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