David Bolin

Showing 42 publications

2024

Locally tail-scale invariant scoring rules for evaluation of extreme value forecasts

Helga Kristín Ólafsdóttir, Holger Rootzen, David Bolin
International Journal of Forecasting. Vol. 40 (4), p. 1701-1720
Journal article
2022

Joint spatial modeling of significant wave height and wave period using the SPDE approach

Anders Hildeman, David Bolin, Igor Rychlik
Probabilistic Engineering Mechanics. Vol. 68
Journal article
2021

Deformed SPDE models with an application to spatial modeling of significant wave height

Anders Hildeman, David Bolin, Igor Rychlik
Spatial Statistics. Vol. 42
Journal article
2021

Functional ANOVA modelling of pedestrian counts on streets in three European cities

David Bolin, Vilhelm Verendel, Meta Berghauser Pont et al
Journal of the Royal Statistical Society. Series A, (Statistics in Society). Vol. 184 (4), p. 1176-1198
Journal article
2021

New characterization measures of pore shape and connectivity applied to coatings used for controlled drug release

Sandra Eriksson Barman, Cecilia Fager, Magnus Röding et al
Journal of Pharmaceutical Sciences. Vol. 110 (7), p. 2753-2764
Journal article
2021

Extreme Rainfall Events in the Northeastern United States Become More Frequent with Rising Temperatures, but Their Intensity Distribution Remains Stable

Helga Kristín Ólafsdóttir, Holger Rootzen, David Bolin
Journal of Climate. Vol. 34 (22), p. 8863-8877
Journal article
2020

3D high spatial resolution visualisation and quantification of interconnectivity in polymer films

Cecilia Fager, Sandra Eriksson Barman, Magnus Röding et al
International Journal of Pharmaceutics. Vol. 587
Journal article
2020

The Rational SPDE Approach for Gaussian Random Fields With General Smoothness

David Bolin, Kristin Kirchner
Journal of Computational and Graphical Statistics. Vol. 29 (2), p. 274-285
Journal article
2020

Numerical solution of fractional elliptic stochastic PDEs with spatial white noise

David Bolin, Kristin Kirchner, Mihaly Kovacs
IMA Journal of Numerical Analysis. Vol. 40 (2), p. 1051-1073
Journal article
2020

A Bayesian General Linear Modeling Approach to Cortical Surface fMRI Data Analysis

Amanda F. Mejia, Yu (Ryan) Yue, David Bolin et al
Journal of the American Statistical Association. Vol. 115 (530), p. 501-520
Journal article
2019

Statistical modelling and analysis of big data on pedestrian movement

Ioanna Stavroulaki, David Bolin, Meta Berghauser Pont et al
12th International Space Syntax Symposium, SSS 2019
Paper in proceeding
2019

Structure of Plot Systems and Economic Activity in Cities: Linking Plot Types to Retail and Food Services in London, Amsterdam and Stockholm

Evgeniya Bobkova, Lars Marcus, Meta Berghauser Pont et al
Urban Science. Vol. 3 (3)
Journal article
2019

Bayesian Generalized Two-way ANOVA Modeling for Functional Data Using INLA

Yu (Ryan) Yue, David Bolin, Håvard Rue et al
Statistica Sinica. Vol. 29 (2), p. 741-767
Journal article
2019

Prediction of diffusive transport through polymer films from characteristics of the pore geometry

Sandra Eriksson Barman, Holger Rootzen, David Bolin
AICHE Journal. Vol. 65 (1), p. 446-457
Journal article
2019

Latent Gaussian random field mixture models

David Bolin, Jonas Wallin, Finn Lindgren
Computational Statistics and Data Analysis. Vol. 130, p. 80-93
Journal article
2018

Level set Cox processes

Anders Hildeman, David Bolin, Jonas Wallin et al
Spatial Statistics. Vol. 28, p. 169-193
Journal article
2018

Weak convergence of Galerkin approximations for fractional elliptic stochastic PDEs with spatial white noise

David Bolin, Kristin Kirchner, Mihaly Kovacs
BIT (Copenhagen). Vol. 58 (4), p. 881-906
Journal article
2018

Comparison of hidden Markov chain models and hidden Markov random field models in estimation of computed tomography images

Kristi Kuljus, Fekadu L. Bayisa, David Bolin et al
Communications in Statistics Case Studies Data Analysis and Applications. Vol. 4 (1), p. 46-55
Journal article
2018

Efficient Covariance Approximations for Large Sparse Precision Matrices

Per Sidén, Finn Lindgren, David Bolin et al
Journal of Computational and Graphical Statistics. Vol. 27 (4), p. 898-909
Journal article
2018

Efficient Adaptive MCMC Through Precision Estimation

Jonas Wallin, David Bolin
Journal of Computational and Graphical Statistics. Vol. 27 (4), p. 887-897
Journal article
2018

A three-dimensional statistical model for imaged microstructures of porous polymer films

Sandra Eriksson Barman, David Bolin
Journal of Microscopy. Vol. 269 (3), p. 247-258
Journal article
2018

Calculating probabilistic excursion sets and related quantities using excursions

David Bolin, Finn Lindgren
Journal of Statistical Software. Vol. 86
Journal article
2018

Spatial modeling with R-INLA: A review

Haakon Bakka, Håvard Rue, Geir Arne Fuglstad et al
Wiley Interdisciplinary Reviews: Computational Statistics. Vol. 10 (6)
Review article
2017

Quantifying the uncertainty of contour maps

David Bolin, Finn Lindgren
Journal of Computational and Graphical Statistics. Vol. 26 (3), p. 513-524
Journal article
2017

Fast Bayesian whole-brain fMRI analysis with spatial 3D priors

Per Sidén, Anders Eklund, David Bolin et al
NeuroImage. Vol. 146 (1), p. 211-225
Journal article
2016

Spatially adaptive covariance tapering

David Bolin, Jonas Wallin
Spatial Statistics. Vol. 18, p. 163-178
Journal article
2016

Calibrating regionally downscaled precipitation over Norway through quantile-based approaches

David Bolin, Arnoldo Frigessi, Peter Guttorp et al
Advances in Statistical Climatology, Meteorology and Oceanography. Vol. 2, p. 39-47
Journal article
2016

Modeling the Polarimetric mm-wave Propagation Channel using Censored Measurements

C. Gustafson, David Bolin, F. Tufvesson
Proceedings - IEEE Global Communications Conference, GLOBECOM, p. Article number 7842003-
Paper in proceeding
2015

Geostatistical Modelling Using Non-Gaussian Matern Fields

Jonas Wallin, David Bolin
Scandinavian Journal of Statistics. Vol. 42 (3), p. 872-890
Journal article
2015

Excursion and contour uncertainty regions for latent Gaussian models

David Bolin, Finn Lindgren
Journal of the Royal Statistical Society. Series B: Statistical Methodology. Vol. 77 (1), p. 85-106
Journal article
2015

Statistical Prediction of Global Sea Level From Global Temperature

David Bolin, P. Guttorp, A. Januzzi et al
Statistica Sinica. Vol. 25 (1), p. 351-367
Journal article
2015

Statistical Modeling and Estimation of Censored Pathloss Data

C. Gustafson, T. Abbas, David Bolin et al
IEEE Wireless Communications Letters. Vol. 4 (5), p. 569-572
Journal article
2014

Multivariate latent Gaussian random field mixture models

David Bolin, Jonas Wallin, Finn Lindgren
Preprint
2014

Modeling the cluster decay in mm-wave channels

C. Gustafson, David Bolin, F. Tufvesson
8th European Conference on Antennas and Propagation, EuCAP 2014, p. 804-808
Paper in proceeding
2014

Assessing the Uncertainty in Projecting Local Mean Sea Level from Global Temperature

P. Guttorp, A. Januzzi, M. Novak et al
Journal of Applied Meteorology and Climatology. Vol. 53 (9), p. 2163-2170
Journal article
2013

Spatial Matérn Fields Driven by Non-Gaussian Noise

David Bolin
Scandinavian Journal of Statistics
Journal article
2013

Spatial statistik och beräkningsintensiva metoder

David Bolin
Qvintensen (3), p. 9-11
Journal article
2013

A comparison between Markov approximations and other methods for large spatial data sets

David Bolin, F. Lindgren
Computational Statistics and Data Analysis. Vol. 61, p. 7-21
Journal article
2011

Spatial models generated by nested stochastic partial differential equations, with an application to global ozone mapping

David Bolin, Finn Lindgren
Annals of Applied Statistics. Vol. 5 (1), p. 523-550
Journal article
2010

Non-traditional stochastic models for ocean waves

G. Lindgren, David Bolin, F. Lindgren
European Physical Journal: Special Topics. Vol. 185 (1), p. 209-224
Journal article
2009

Fast estimation of spatially dependent temporal vegetation trends using Gaussian Markov random fields

David Bolin, J. Lindström, L. Eklundh et al
Computational Statistics and Data Analysis. Vol. 53 (8), p. 2885-2896
Journal article

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Showing 4 research projects

2018–2019

STEPFlow_Spatio-temporal modelling and estimation of pedestrian flow

David Bolin Applied Mathematics and Statistics
Vilhelm Verendel CSE Verksamhetsstöd
Oscar Ivarsson CSE Verksamhetsstöd
Ioanna Stavroulaki Urban Design and Planning
Meta Berghauser Pont Urban Design and Planning
Chalmers

1 publication exists
2018–2019

Big data based autonomous navigation system for safe and efficient shipping

Wengang Mao Marine Technology
Leif Eriksson Microwave and Optical Remote Sensing
David Bolin Applied Mathematics and Statistics
Chalmers

1 publication exists
2017–2020

Latent jump fields for spatial statistics

David Bolin Applied Mathematics and Statistics
Helga Kristín Ólafsdóttir Applied Mathematics and Statistics
Swedish Research Council (VR)

5 publications exist
2015–2018

Approximation and simulation of Lévy-driven SPDE

Annika Lang Applied Mathematics and Statistics
Stig Larsson Applied Mathematics and Statistics
Adam Andersson Applied Mathematics and Statistics
David Bolin Applied Mathematics and Statistics
Andreas Petersson Applied Mathematics and Statistics
Swedish Research Council (VR)

6 publications exist
There might be more projects where David Bolin participates, but you have to be logged in as a Chalmers employee to see them.