Professor Finn Lindgren

Chair of Statistics

School of Mathematics, College of Science and Engineering
Bayes Centre, College of Science and Engineering
Centre for Statistics, School of Mathematics, College of Science and Engineering

Email: finn.lindgren@ed.ac.uk

Street: Room 4615
James Clerk Maxwell Building
The King's Buildings
Peter Guthrie Tait Road
City: Edinburgh
Post code: EH9 3FD

Publications

Quantile based modelling of diurnal temperature range with the five-parameter lambda distribution (28 pages) 9 Feb 2022 In: Environmetrics
Research output: Contribution to Journal › Article (Accepted/In press)
The SPDE approach for Gaussian and non-Gaussian fields: 10 years and still running (33 pages) 7 Jan 2022 In: Spatial Statistics
Research output: Contribution to Journal › Article (Accepted/In press)
Optimised core subset construction for the APY model (1 page) 3 Sep 2021
DOI: https://doi.org/10.3920/978-90-8686-918-3
Research output: Contribution to Conference › Abstract (E-pub ahead of print)
Spatial 3D Matérn priors for fast whole-brain fMRI analysis (28 pages) 21 Jun 2021 In: Bayesian analysis
Research output: Contribution to Journal › Article (Accepted/In press)
Hierarchical modelling of haplotype effects on a phylogeny 15 Jan 2021 In: Frontiers in genetics
DOI: https://doi.org/10.3389/fgene.2020.531218
Research output: Contribution to Journal › Article (Published)
The EUSTACE project: Delivering global, daily information on surface air temperature 1 Nov 2020 In: Bulletin of the American Meteorological Society, vol. 101, pp. E1924-E1947
DOI: https://doi.org/10.1175/BAMS-D-19-0095.1
Research output: Contribution to Journal › Article (Published)
Probabilistic Interpolation of Uncertain Local Activation Times on Human Atrial Manifolds (11 pages) 31 Jan 2020 In: IEEE Transactions on Biomedical Engineering, vol. 67, pp. 99-109
DOI: https://doi.org/10.1109/TBME.2019.2908486
Research output: Contribution to Journal › Article (Published)
Modelling haplotype effects based on phylogeny 11 Dec 2019
Research output: Contribution to Workshop › Poster (Published)
A Case Study Competition among Methods for Analyzing Large Spatial Data (28 pages) 30 Sep 2019 In: Journal of Agricultural, Biological, and Environmental Statistics, vol. 24, pp. 398-425
DOI: https://doi.org/10.1007/s13253-018-00348-w
Research output: Contribution to Journal › Article (Published)
A Bayesian General Linear Modeling Approach to Cortical Surface fMRI Data Analysis (20 pages) 12 Jun 2019 In: Journal of the American Statistical Association
DOI: https://doi.org/10.1080/01621459.2019.1611582
Research output: Contribution to Journal › Article (E-pub ahead of print)
inlabru: an R package for Bayesian spatial modelling from ecological survey data (12 pages) 3 Jun 2019 In: Methods in ecology and evolution, vol. 10, pp. 760-766
DOI: https://doi.org/10.1111/2041-210X.13168
Research output: Contribution to Journal › Article (Published)
Latent Gaussian random field mixture models (14 pages) 28 Feb 2019 In: Computational statistics & data analysis, vol. 130, pp. 80-93
DOI: https://doi.org/10.1016/j.csda.2018.08.007
Research output: Contribution to Journal › Article (Published)
Constructing Priors that Penalize the Complexity of Gaussian Random Fields (9 pages) 2019 In: Journal of the American Statistical Association, vol. 114, pp. 445-452
DOI: https://doi.org/10.1080/01621459.2017.1415907
Research output: Contribution to Journal › Article (Published)
Spatial modelling with R-INLA: A review (24 pages) Nov 2018 In: Wiley Interdisciplinary Reviews: Computational Statistics, vol. 10
DOI: https://doi.org/10.1002/wics.1443
Research output: Contribution to Journal › Review article (Published)
Efficient Covariance Approximations for Large Sparse Precision Matrices 2 Oct 2018 In: Journal of Computational and Graphical Statistics, vol. 27, pp. 898-909
DOI: https://doi.org/10.1080/10618600.2018.1473782
Research output: Contribution to Journal › Article (Published)
Calculating probabilistic excursion sets and related quantities using excursions (20 pages) 3 Sep 2018 In: Journal of statistical software, vol. 86
DOI: https://doi.org/10.18637/jss.v086.i05
Research output: Contribution to Journal › Article (Published)
Point process models for spatio-temporal distance sampling data from a large-scale survey of blue whales (33 pages) Dec 2017 In: Annals of Applied Statistics, vol. 11, pp. 2270-2297
DOI: https://doi.org/10.1214/17-AOAS1078
Research output: Contribution to Journal › Article (Published)
A call for new approaches to quantifying biases in observations of sea-surface temperature (16 pages) 6 Sep 2017 In: Bulletin of the American Meteorological Society, vol. 98, pp. 1601-1616
DOI: https://doi.org/10.1175/BAMS-D-15-00251.1
Research output: Contribution to Journal › Article (Published)
Bayesian Computing with INLA: A Review (27 pages) Mar 2017 In: Annual Review of Statistics and its Application, vol. 4
DOI: https://doi.org/10.1146/annurev-statistics-060116-054045
Research output: Contribution to Journal › Literature review (Published)
Quantifying the uncertainty of contour maps (12 pages) 2017 In: Journal of Computational and Graphical Statistics, vol. 26, pp. 513-524
DOI: https://doi.org/10.1080/10618600.2016.1228537
Research output: Contribution to Journal › Article (Published)

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This article was published on 27 Mar, 2022

Professor Finn Lindgren

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