DB
David Bolin
stat.MEstat.COstat.APmath.STstat.THcs.NAmath.NAmath.PRstat.MLmath.AP
On Valency
published · living versionsW_ub6hnn2b·v1 · currentpublished
Whittle–Matérn metrics and isotropic Gaussian processes on compact metric graphs
with Alexandre B. Simas
1 version
Preprints & journals
79 papers in the corpus · 2011–2026A bridge representation of Gaussian Whittle-Matérn fields on compact metric graphs2609.18375v1 · David Bolin, Alexandre B. Simas, Jonas Wallin2026 · 0 citationsarXiv
Cross Validation for the log Gaussian Cox Process2609.17908v1 · Hans Montcho, H\aavard Rue, Finn Lindgren et al.2026 · 0 citationsarXiv
Operator-matched spatial regression2609.12094v1 · David Bolin2026 · 0 citationsarXivon Valency
Gaussian Processes on Directed Metric Graphs2609.01435v1 · David Bolin, Alexandre de Bustamante Simas, Erik Karlsson Strandh et al.2026 · 0 citationsarXiv
Modeling Spatially Obfuscated Street-Crime Data using Log-Gaussian Cox Processes on Metric Graphs2608.27117v1 · Lulu Jiang, David Bolin2026 · 0 citationsarXiv
Mass Lumping and Numerical Quadrature for Approximation of Fractional Elliptic Differential Equations Driven by Gaussian White Noise2608.08658v1 · Kelvin J. R. Almeida-Sousa, David Bolin, Alexandre B. Simas2026 · 0 citationsarXiv
Numerical approximation of fractional diffusion equations on metric graphs2608.01932v1 · David Bolin, Lenin Riera-Segura, Alexandre B. Simas2026 · 0 citationsarXiv
Finite element and box-method discretizations for fractional elliptic problems with quadrature and mass lumping2605.12082v2 · Kelvin J. R. Almeida-Sousa, David Bolin, Alexandre B. Simas2026 · 0 citationsarXiv
A Unified and Computationally Efficient Non-Gaussian Statistical Modeling Framework2602.23987v1 · David Bolin, Xiaotian Jin, Alexandre B. Simas et al.2026 · 0 citationsarXiv
Whittle-Matérn Fields with Variable Smoothness2602.16581v2 · Hamza Ruzayqat, Wenyu Lei, David Bolin et al.2026 · 0 citationsarXiv
Geometric ergodicity of Gibbs samplers for linear latent models with GIG variance mixtures2602.07944v1 · Elsiddig Awadelkarim, David Bolin, Xiaotian Jin et al.2026 · 0 citationsarXiv
Leveraging population information in brain connectivity via Bayesian ICA with a novel informative prior for correlation matrices.40844820 · Mejia, Amanda F, Bolin, David, Spencer, Daniel A et al.2025 · 0 citationsBiostatistics (Oxford, England). 2025;26(1)
Forecasting the Term Structure of Interest Rates with SPDE-Based Models2512.23910v1 · Qihao Duan, Alexandre B. Simas, David Bolin et al.2025 · 0 citationsarXiv
Intrinsic Whittle--Matérn fields and sparse spatial extremes2512.23395v1 · David Bolin, Peter Braunsteins, Sebastian Engelke et al.2025 · 0 citationsarXiv
Fractional and Integer Order Sobolev Spaces for Compact Metric Graphs2512.13308v1 · Elsiddig Awadelkarim, David Bolin, Alexandre B. Simas2025 · 0 citationsarXiv
Elliptic Bayesian Inverse Problems on Metric Graphs2507.18951v2 · David Bolin, Wenwen Li, Daniel Sanz-Alonso2025 · 0 citationsarXiv
Incorporating Correlated Nugget Effects in Multivariate Spatial Models: An Application to Argo Ocean Data2506.03042v1 · Damilya Saduakhas, David Bolin, Xiaotian Jin et al.2025 · 0 citationsarXiv
Separation-based causal discovery for extremes2505.08008v2 · Junshu Jiang, Jordan Richards, Raphael Huser et al.2025 · 0 citationsarXiv
rSPDE: tools for statistical modeling using fractional SPDEs2502.20385v1 · David Bolin, Alexandre B. Simas2025 · 0 citationsarXiv
Log-Gaussian Cox Processes on General Metric Graphs2501.18558v1 · David Bolin, Damilya Saduakhas, Alexandre B. Simas2025 · 0 citationsarXiv
A new class of non-stationary Gaussian fields with general smoothness on metric graphs2501.11738v2 · David Bolin, Lenin Riera-Segura, Alexandre B. Simas2025 · 0 citationsarXiv
An explicit link between graphical models and Gaussian Markov random fields on metric graphs2501.03701v1 · David Bolin, Alexandre B. Simas, Jonas Wallin2025 · 0 citationsarXiv
Linear cost and exponentially convergent approximation of Gaussian Matérn processes on intervals2410.13000v2 · David Bolin, Vaibhav Mehandiratta, Alexandre B.Simas2024 · 0 citationsarXiv
Fast and robust cross-validation-based scoring rule inference for spatial statistics2408.11994v1 · Helga Kristin Olafsdottir, Holger Rootz'en, David Bolin2024 · 0 citationsarXiv
The Efficient Tail Hypothesis: An Extreme Value Perspective on Market Efficiency2408.06661v3 · Junshu Jiang, Jordan Richards, Raphael Huser et al.2024 · 1 citationarXiv
Spatial confounding under infill asymptotics2403.18961v1 · David Bolin, Jonas Wallin2024 · 0 citationsarXiv
Wasserstein complexity penalization priors: a new class of penalizing complexity priors2312.04481v2 · David Bolin, Alexandre B. Simas, Zhen Xiong2023 · 0 citationsarXiv
Enhanced spatial modeling on linear networks using Gaussian Whittle-Matérn fields2312.01166v2 · Somnath Chaudhuri, Maria A. Barcel'o, Pablo Juan et al.2023 · 1 citationarXiv
Extremal Dependence of Moving Average Processes Driven by Exponential-Tailed Lévy Noise2307.15796v1 · Zhongwei Zhang, David Bolin, Sebastian Engelke et al.2023 · 0 citationsarXiv
Robustness, model checking and latent Gaussian models2307.12365v1 · Rafael Cabral, David Bolin, H\aavard Rue2023 · 0 citationsarXiv
Locally tail-scale invariant scoring rules for evaluation of extreme value forecasts2306.15088v3 · Helga Kristin Olafsdottir, Holger Rootz'en, David Bolin2023 · 5 citationsarXiv
Statistical inference for Gaussian Whittle-Matérn fields on metric graphs2304.10372v2 · David Bolin, Alexandre Simas, Jonas Wallin2023 · 0 citationsarXiv
Markov properties of Gaussian random fields on compact metric graphs2304.03190v3 · David Bolin, Alexandre B. Simas, Jonas Wallin2023 · 4 citationsarXiv
Regularity and numerical approximation of fractional elliptic differential equations on compact metric graphs2302.03995v2 · David Bolin, Mih'aly Kov'acs, Vivek Kumar et al.2023 · 16 citationsarXiv
Fitting latent non-Gaussian models using variational Bayes and Laplace approximations2211.11050v1 · Rafael Cabral, David Bolin, H\aavard Rue2022 · 13 citationsarXiv
Fast Bayesian estimation of brain activation with cortical surface fMRI data using EM2211.01429v1 · Daniel A. Spencer, David Bolin, Amanda F. Mejia2022 · 0 citationsarXiv
Template independent component analysis with spatial priors for accurate subject-level brain network estimation and inference.37377728 · Mejia, Amanda F, Bolin, David, Yue, Yu Ryan et al.2024 · 5 citationsJournal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 2023;32(2):413-433
Covariance-based rational approximations of fractional SPDEs for computationally efficient Bayesian inference2209.04670v3 · David Bolin, Alexandre B. Simas, Zhen Xiong2022 · 15 citationsarXiv
Gaussian Whittle-Matérn fields on metric graphs2205.06163v2 · David Bolin, Alexandre B. Simas, Jonas Wallin2022 · 22 citationsarXiv
Controlling the flexibility of non-Gaussian processes through shrinkage priors2203.05510v2 · Rafael Cabral, David Bolin, H\aavard Rue2022 · 3 citationsarXiv
Fast Bayesian estimation of brain activation with cortical surface and subcortical fMRI data using EM2203.00053v1 · Daniel Spencer, David Bolin, Mary Beth Nebel et al.2022 · 0 citationsarXiv
Efficient Modeling of Spatial Extremes over Large Geographical Domains2112.10248v3 · Arnab Hazra, Raphael Huser, David Bolin2021 · 8 citationsarXiv
The SPDE approach for Gaussian and non-Gaussian fields: 10 years and still running2111.01084v2 · Finn Lindgren, David Bolin, H\aavard Rue2021 · 101 citationsarXiv
Spatial Bayesian GLM on the cortical surface produces reliable task activations in individuals and groups2106.06669v3 · Daniel Spencer, Yu (Ryan) Yue, David Bolin et al.2021 · 23 citationsarXiv
Efficient methods for Gaussian Markov random fields under sparse linear constraints2106.01712v1 · David Bolin, Jonas Wallin2021 · 2 citationsarXiv
New Characterization Measures of Pore Shape and Connectivity Applied to Coatings used for Controlled Drug Release.33711347 · Barman, Sandra, Fager, Cecilia, Röding, Magnus et al.2021 · 7 citationsJournal of pharmaceutical sciences. 2021;110(7):2753-2764
Equivalence of measures and asymptotically optimal linear prediction for Gaussian random fields with fractional-order covariance operators2101.07860v2 · David Bolin, Kristin Kirchner2021 · 12 citationsBernoulli 29 (2023) 1476-1504
3D high spatial resolution visualisation and quantification of interconnectivity in polymer films.32663584 · Fager, C, Barman, S, Röding, M et al.2021 · 10 citationsInternational journal of pharmaceutics. 2020;587:119622
A diffusion-based spatio-temporal extension of Gaussian Matérn fields2006.04917v3 · Finn Lindgren, Haakon Bakka, David Bolin et al.2020 · 8 citationsarXiv
A spatial template independent component analysis model for subject-level brain network estimation and inference2005.13388v2 · Amanda F. Mejia, David Bolin, Yu Ryan Yue et al.2020 · 2 citationsarXiv
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